The satellite image is the current graphic document, containing the real data of the terrestrial surface when it was acquired, based on which the soil and the vegetation cover can be evaluated. The NDVI index is used for a large number of the vegetation properties. In this research we analyzed the variation of NDVI index depending on R, G, B and NIR spectral bands, based on the LANDSAT 8 images. The relation between NDVI index with the respective spectral bands was describe most accurately by an exponential regression equations of curves with negative coefficient in the case of R,G,B spectrum and by a logarithmic function for the NIR spectrum. The results show statistical certainty for all the relations of NDVI index with the analyzed spectral bands (RED:NDVI p<<0.001; r=-0.711), (GREEN:NDVI p<<0.001; r=-0.637), (BLUE:NDVI p<<0.001; r=-0.644), (NIR:NDVI p<<0.001; r=0.734). The relations of NDVI index with others synthetic indices was analyzed according with some linear regression function with statistical certainty of the results; relation NDVI:NDBR (p<<0.001; r=0.952); relation NDVI:NDWI (p<<0.001; r=0.977); relation NDVI:NDMI (p<<0.001; r=0.869), the confidence interval of 0.95.
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10 March 2015
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON NUMERICAL ANALYSIS AND APPLIED MATHEMATICS 2014 (ICNAAM-2014)
22–28 September 2014
Rhodes, Greece
Research Article|
March 10 2015
Relation of normalized difference vegetation index with some spectral bands of satellite images
Mihai Valentin Herbei;
Mihai Valentin Herbei
aSustainable Development and Environmental Engineering, Faculty of Agriculture,
Banat University of Agricultural Sciences and Veterinary Medicine
“Regele Mihai I al României” from Timisoara, 300645, Romania
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Florin Sala;
Florin Sala
bSoil Science and Plant Nutrition, Faculty of Agriculture,
Banat University of Agricultural Sciences and Veterinary Medicine
“Regele Mihai I al României” from Timisoara, 300645, Romania
Search for other works by this author on:
Marius Boldea
Marius Boldea
cMathematics and Statistics, Faculty of Agriculture,
Banat University of Agricultural Sciences and Veterinary Medicine
“Regele Mihai I al României” from Timisoara, 300645, Romania
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Mihai Valentin Herbei
1
Florin Sala
2
Marius Boldea
3
aSustainable Development and Environmental Engineering, Faculty of Agriculture,
Banat University of Agricultural Sciences and Veterinary Medicine
“Regele Mihai I al României” from Timisoara, 300645, Romania
bSoil Science and Plant Nutrition, Faculty of Agriculture,
Banat University of Agricultural Sciences and Veterinary Medicine
“Regele Mihai I al României” from Timisoara, 300645, Romania
cMathematics and Statistics, Faculty of Agriculture,
Banat University of Agricultural Sciences and Veterinary Medicine
“Regele Mihai I al României” from Timisoara, 300645, Romania
AIP Conf. Proc. 1648, 670003 (2015)
Citation
Mihai Valentin Herbei, Florin Sala, Marius Boldea; Relation of normalized difference vegetation index with some spectral bands of satellite images. AIP Conf. Proc. 10 March 2015; 1648 (1): 670003. https://doi.org/10.1063/1.4912898
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