Normalized Difference Vegetation Index (NDVI)
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Live green plants absorb solar radiation in the photosynthetically active radiation | Live green plants absorb solar radiation in the photosynthetically active radiation | ||
| − | (PAR) spectral region, which they use as a source of energy in the process of | + | (PAR) spectral region, which they use as a source of energy in the process of photosynthesis. |
| − | + | Leaf cells have also evolved to scatter (i.e., reflect and transmit) solar radiation | |
| − | + | in the near-infrared spectral region (which carries approximately half of the total | |
incoming solar energy), because the energy level per photon in that domain (wavelength | incoming solar energy), because the energy level per photon in that domain (wavelength | ||
longer than about 700 nanometers) is not sufficient to be useful to synthesize organic | longer than about 700 nanometers) is not sufficient to be useful to synthesize organic | ||
| − | molecules: a strong absorption here would only result in over-heating the plant and | + | molecules: a strong absorption here would only result in over-heating the plant and possibly |
| − | + | damaging the tissues. Hence, live green plants appear relatively dark in the PAR | |
and relatively bright in the near-infrared. <ref>Gates, David M. (1980): Biophysical Ecology, Springer-Verlag, New York, 611 p.</ref> | and relatively bright in the near-infrared. <ref>Gates, David M. (1980): Biophysical Ecology, Springer-Verlag, New York, 611 p.</ref> | ||
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differences in plant reflectance to determine their spatial distribution in these satellite | differences in plant reflectance to determine their spatial distribution in these satellite | ||
images. The NDVI is calculated from these individual measurements as follows: | images. The NDVI is calculated from these individual measurements as follows: | ||
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<math> | <math> | ||
NDVI=\frac{NIR-RED}{NIR+RED} | NDVI=\frac{NIR-RED}{NIR+RED} | ||
</math> | </math> | ||
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where RED and NIR stand for the spectral reflectance measurements acquired in the | where RED and NIR stand for the spectral reflectance measurements acquired in the | ||
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</ref> | </ref> | ||
| − | {{exercise|message=Exercise | + | {{exercise|message=Exercise 27|text=Calculate NDVI}} |
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| + | ==Related articles== | ||
| + | * [[Automated cloud detection]] | ||
| + | * [[Principal components analysis (PCA)]] | ||
| + | * [[Image subtraction]] | ||
| + | * [[Spectral ratioing]] | ||
| + | * [[Tasseled cap]] | ||
==References== | ==References== | ||
<references/> | <references/> | ||
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Latest revision as of 14:29, 21 October 2013
Live green plants absorb solar radiation in the photosynthetically active radiation (PAR) spectral region, which they use as a source of energy in the process of photosynthesis. Leaf cells have also evolved to scatter (i.e., reflect and transmit) solar radiation in the near-infrared spectral region (which carries approximately half of the total incoming solar energy), because the energy level per photon in that domain (wavelength longer than about 700 nanometers) is not sufficient to be useful to synthesize organic molecules: a strong absorption here would only result in over-heating the plant and possibly damaging the tissues. Hence, live green plants appear relatively dark in the PAR and relatively bright in the near-infrared. [1]
Since early instruments of Earth Observation, such as NASA’s ERTS and NOAA’s AVHRR, acquired data in the red and near-infrared, it was natural to exploit the strong differences in plant reflectance to determine their spatial distribution in these satellite images. The NDVI is calculated from these individual measurements as follows\[ NDVI=\frac{NIR-RED}{NIR+RED} \]
where RED and NIR stand for the spectral reflectance measurements acquired in the
red and near-infrared regions, respectively. These spectral reflectances are themselves
ratios of the reflected over the incoming radiation in each spectral band individually,
hence they take on values between 0.0 and 1.0. By design, the NDVI itself thus varies
between -1.0 and +1.0. Subsequent work has shown that the NDVI is directly related
to the photosynthetic capacity and hence energy absorption of plant canopies[2][3]
Exercise 27: Calculate NDVI
[edit] Related articles
- Automated cloud detection
- Principal components analysis (PCA)
- Image subtraction
- Spectral ratioing
- Tasseled cap
[edit] References
- ↑ Gates, David M. (1980): Biophysical Ecology, Springer-Verlag, New York, 611 p.
- ↑ Sellers, P. J. (1985): Canopy reflectance, photosynthesis, and transpiration. International Journal of Remote Sensing, 6, 1335-1372.
- ↑ Myneni, R. B., F. G. Hall, P.J. Sellers, and A.L. Marshak (1995): The interpretation of spectral vegetation indexes. IEEE Transactions on Geoscience and Remote Sensing, 33, 481-486.
