Accuracy validation of the classified maps was based on the independent validation samples as presented above. For each class,validation samples were easily identified and located within thestudy area from the remote sensing images and Google Earth map.The overall classification accuracy and kappa statistics estimatedfrom the confusion matrix using the validation samples were selected for evaluating theforest cover classification results