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This article has been accepted for publication in IEEE Transactions on Geoscience and Remote Sensing. This is the author\'s version which has not been fully edited and content may change prior to
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01
Obtain reflectance values for red and near-infrared bands.
02
Calculate normalized difference using the formula: gnd-ri = (NIR - Red) / (NIR + Red).
03
Normalize the values to a range between -1 and 1.

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Researchers studying vegetation health and biomass
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Environmental scientists analyzing land cover changes
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GND-RI, or Gross National Domestic Revenue Indicator, is a normalized difference used to assess and compare the revenue generation capacity of countries, adjusting for differences in size and resources.
Entities or organizations involved in the reporting of national revenue statistics, such as government agencies and financial institutions, are typically required to file GND-RI.
To fill out the GND-RI, gather relevant financial data, calculate the gross national revenue, normalize the figures as per the established guidelines, and enter the information into the designated reporting format.
The purpose of GND-RI is to provide a consistent framework for evaluating and comparing national revenue statistics, aiding in policy making, economic analysis, and international comparison.
Key information includes total gross national revenue, adjustments made for normalization, and comparative metrics as required by the reporting guidelines.
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