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Normalized Difference Vegetation Index is used to quickly identify vegetation and its condition in remotely-sensed data.
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identification of Forest cover area by using eCognition Software
Using NDVI you can try finding a threshold. If it is not enough to separate your classes you will need a more complex approach, like using multiple thresholdings or try a classification algorithm. …