Vegetation Index
A Vegetation Index (VI) is a spectral transformation of two or more bands designed to enhance the contribution of vegetation properties and allow reliable spatial and temporal inter-comparisons of terrestrial photosynthetic activity and canopy structural variations.[1]
There are many Vegetation Indices (VIs), with many being functionally equivalent. Many of the indices make use of the inverse relationship between red and near-infra red reflectance associated with healthy green vegetation. Since the 1960s scientists have used satellite remote sensing to monitor fluctuation in vegetation at the Earth’s surface. Measurements of vegetation attributes include leaf area index (LAI), percent green cover, chlorophyll content, green biomass and absorbed photosynthetically active radiation (APAR).
Vegetation Indices (VIs) have been historically classified based on a range of attributes, including the number of spectral bands (2 or greater than 2); the method of calculations (ratio or orthogonal), depending on the required objective; or by their historical development (classified as first generation VIs or second generation VIs).[2] For the sake of comparison of the effectiveness of different VIs, Lyon, Yuan et al. (1998)[3] classified 7 VIs based on their computation methods (Subtraction, Division or Rational Transform). Due to advances in hyperspectral remote sensing technology, high-resolution reflectance spectrums are now available, which can be used with traditional multispectral VIs. In addition, VIs have been developed to be used specifically with hyperspectral data, such as the use of Narrow Band Vegetation Indices.
List of Vegetation Indices
Multispectral Vegetation Indices
- Simple Ratio
- Normalised Difference Vegetation Index
- Kauth-Thomas Tasseled Cap Transformation
- Infrared Index
- Perpendicular Vegetation Index
- Greenness Above Bare Soil
- Moisture Stress Index
- Leaf Water Content Index
- MidIR Index
- Soil-Adjusted Vegetation Index (SAVI)
- Modified SAVI
- Atmospherically Resistant Vegetation Index
- Soil and Atmospherically Resistant Vegetation Index
- Enhanced Vegetation Index
- New Vegetation Index
- Aerosol Free Vegetation Index
- Triangular Vegetation Index
- Reduced Simple Ratio
- Visible Atmospherically Resistant Index
- Normalised Difference Built-Up Index
Hyperspectral Vegetation Indices
With the advent of hyperspectral data, vegetation indices have been developed specifically for hyperspectral data.
- Discrete-Band Normalised Difference Vegetation Index
- Yellowness Index
- Phsyiological Reflectance Index
- Descrete-Band Normalised Difference Water Index
- Red Edge Position Determination
- Crop Chlorophyll Content Prediction
References
- ↑ Huete, A.; Didan K., Miura T., Rodriquez E. P., Gao X. & Ferreria L. G. (2000). "Overview of the radiometric and biophysical performance of the MODIS vegetation indices". Remote Sensing of Environment. 83: 195–213. doi:10.1006/anbo.2000.1262.
- ↑ Bannari, A.; Morin, D.; Bonn, F.; Huete, A. R. (1995-08-01). "A review of vegetation indices". Remote Sensing Reviews. 13 (1-2): 95–120. doi:10.1080/02757259509532298. ISSN 0275-7257.
- ↑ Lyon, John G (1998). "A change detection experiment using vegetation indices". Photogrammetric Engineering and Remote Sensing. Retrieved 14 March 2016.