Subscribe Now Subscribe Today
Science Alert
 
Blue
   
Curve Top
Journal of Applied Sciences
  Year: 2007 | Volume: 7 | Issue: 7 | Page No.: 972-977
DOI: 10.3923/jas.2007.972.977
 
Facebook Twitter Digg Reddit Linkedin StumbleUpon E-mail

Up to Date Mapping of Reforested Area Using Multi-Dates ETM+Data

Shaban Shataee and Sahar Najjarlou

Abstract:
This research presents and exposes advantages of using multi-dates images to classify and up to date mapping reforested area in the Kordkoy, north of Iran. Three multi-dates ETM+images from first and middle of spring 2001 and middle of summer 2000 were selected to classify and mapping reforested classes. The images geo-referenced using GCPs and registered by image to image methods respectively with total RMSe less than 0.5 pixels. In order to compare the single date images with multi-dates images, classification was done with each single date images separately. In addition, classification was done using multi-dates images produced by two methods, temporal principal component analysis and mathematical transformation. Classification was accomplished using six bands of both methods separately. A ground truth map of classes assessed results, which was produced by ortho-photo-mosaic of 1:40000 scale aerial photos. Results showed that overall accuracy of classification results of single date images were computed about 80% for middle of spring and 76% for middle of summer, respectively. Accuracy assessment of classification results using six bands of mathematical method was showed none improvement compared with single date images (79%). Using PCA components generated from same bands in the classification was leaded a considerable improvement in overall accuracy about 7% (84%) and about 0.09 increasing in kappa coefficient (0.77) against single dates. The results of this study also showed that the summer data could not classify the reforested classes. This research exposed that using multi-dates images from different dates could better classify reforested classes than single date images. The results also showed that the PCA analysis could be introduced as suitable method to integrate multi-dates images and to classify reforested area with different vegetation covers. Using other techniques could be examined to improve the results.
PDF Fulltext XML References Citation Report Citation
How to cite this article:

Shaban Shataee and Sahar Najjarlou, 2007. Up to Date Mapping of Reforested Area Using Multi-Dates ETM+Data. Journal of Applied Sciences, 7: 972-977.

DOI: 10.3923/jas.2007.972.977

URL: https://scialert.net/abstract/?doi=jas.2007.972.977

COMMENT ON THIS PAPER
 
 
 

 

 
 
 
 
 
 
 
 
 

 
 
 
 
 
 
 

Curve Bottom