TY - JOUR
T1 - Wide Dynamic Range Vegetation Index for Remote Quantification of Biophysical Characteristics of Vegetation
AU - Gitelson, Anatoly A.
N1 - Funding Information:
Acknowledgements. I gratefully acknowledge the use of facilities and equipment provided by the Center for Advanced Land Management Information Technologies (CALMIT), University of Nebraska-Lincoln (UNL). I also wish to thank Robert Stark, Yoav Zur, Galina Key-dan, Bryan Leavitt, Rick Perk, Jared Burkholder, and Jeff Moon for assistance with data collection and processing. Data collection in 2001 and 2002 was supported partially by the U.S. Department of Energy: (a) EPSCoR program, Grant No. DE-FG-02-00ER45827 and (b) Office of Science (BER), Grant No. DE-FG03-00ER62996. I appreciate the operating support provided by both the UNL School of Natural Resource Sciences and the Conservation and Survey Division. I am very thankful to Andres Viña, Geoffrey Henebry, Don Rundquist, and Giorgio Dall’Olmo for fruitful discussions and manuscript reviews. A contribution of the University of Nebraska Agricultural Research Division, Lincoln, NE. Journal Series No.14187. This research was supported in part by funds provided through the Hatch Act.
PY - 2004/2
Y1 - 2004/2
N2 - The Normalized Difference Vegetation Index (NDVI) is widely used for monitoring, analyzing, and mapping temporal and spatial distributions of physiological and biophysical characteristics of vegetation. It is well documented that the NDVI approaches saturation asymptotically under conditions of moderate-to-high aboveground biomass. While reflectance in the red region (ρred) exhibits a nearly flat response once the leaf area index (LAI) exceeds 2, the near infrared (NIR) reflectance (ρNIR) continue to respond significantly to changes in moderate-to-high vegetation density (LAI from 2 to 6) in crops. However, this higher sensitivity of the PNIR has little effect on NDVI values once the ρNIR exceeds 30 %. In this paper a simple modification of the NDVI was proposed. The Wide Dynamic Range Vegetation Index, WDRVI = (a*ρNIR-ρ red)/(a*ρNIR+ρred), where the weighting coefficient a has a value of 0.1-0.2, increases correlation with vegetation fraction by linearizing the relationship for typical wheat, soybean, and maize canopies. The sensitivity of the WDRVI to moderate-to-high LAI (between 2 and 6) was at least three times greater than that of the NDVI. By enhancing the dynamic range while using the same bands as the NDVI, the WDRVI enables a more robust characterization of crop physiological and phenological characteristics. Although this index needs further evaluation, the linear relationship with vegetation fraction and much higher sensitivity to change in LAI will be especially valuable for precision agriculture and monitoring vegetation status under conditions of moderate-to-high density. It is anticipated that the new index will complement the NDVI and other vegetation indices that are based on the red and NIR spectral bands.
AB - The Normalized Difference Vegetation Index (NDVI) is widely used for monitoring, analyzing, and mapping temporal and spatial distributions of physiological and biophysical characteristics of vegetation. It is well documented that the NDVI approaches saturation asymptotically under conditions of moderate-to-high aboveground biomass. While reflectance in the red region (ρred) exhibits a nearly flat response once the leaf area index (LAI) exceeds 2, the near infrared (NIR) reflectance (ρNIR) continue to respond significantly to changes in moderate-to-high vegetation density (LAI from 2 to 6) in crops. However, this higher sensitivity of the PNIR has little effect on NDVI values once the ρNIR exceeds 30 %. In this paper a simple modification of the NDVI was proposed. The Wide Dynamic Range Vegetation Index, WDRVI = (a*ρNIR-ρ red)/(a*ρNIR+ρred), where the weighting coefficient a has a value of 0.1-0.2, increases correlation with vegetation fraction by linearizing the relationship for typical wheat, soybean, and maize canopies. The sensitivity of the WDRVI to moderate-to-high LAI (between 2 and 6) was at least three times greater than that of the NDVI. By enhancing the dynamic range while using the same bands as the NDVI, the WDRVI enables a more robust characterization of crop physiological and phenological characteristics. Although this index needs further evaluation, the linear relationship with vegetation fraction and much higher sensitivity to change in LAI will be especially valuable for precision agriculture and monitoring vegetation status under conditions of moderate-to-high density. It is anticipated that the new index will complement the NDVI and other vegetation indices that are based on the red and NIR spectral bands.
KW - Leaf area index
KW - Reflectance
KW - Remote estimation
KW - Vegetation fraction
KW - Vegetation index
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U2 - 10.1078/0176-1617-01176
DO - 10.1078/0176-1617-01176
M3 - Article
C2 - 15022830
AN - SCOPUS:1442315675
SN - 0176-1617
VL - 161
SP - 165
EP - 173
JO - Journal of Plant Physiology
JF - Journal of Plant Physiology
IS - 2
ER -