Accuracy assessment of land cover dynamic in hill land on integration of DEM data and TM image

Yunmei Li; Xin Wang; Qiao Wang; Chuanqing Wu; Jiazhu Huang

doi:10.1117/12.852335

12 May 2010 Accuracy assessment of land cover dynamic in hill land on integration of DEM data and TM image

Yunmei Li, Xin Wang, Qiao Wang, Chuanqing Wu, Jiazhu Huang

Proceedings Volume 7695, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI; 76952J (2010) https://doi.org/10.1117/12.852335
Event: SPIE Defense, Security, and Sensing, 2010, Orlando, Florida, United States

Abstract

To accurately assess the area of land cover in hill land, we integrated DEM data and remote sensing image in Lihe River Valley, China. Firstly, the DEM data was combined into decision tree to increase the accuracy of land cover classification. Secondly, a slope corrected model was built to transfer the projected area to surface area by DEM data. At last, the area of different land cover was calculated and the dynamic of land cover in Lihe River Valley were analyzed from 1998 to 2003. The results show that: the area of forestland increased more than 10% by the slope corrected model, that indicates the area correcting is very important for hill land; the accuracy of classification especially for forestland and garden plot is enhanced by integrating of DEM data. It can be greater than 85%. The indexes of land use extent were 266.2 in 1998, 273.1 in 2001, and 276.7 in 2003. The change rates of land use extent were 2.59 during 1998 to 2001 and 1.34 during 2001 to 2003.

Citation Download Citation

Yunmei Li, Xin Wang, Qiao Wang, Chuanqing Wu, and Jiazhu Huang "Accuracy assessment of land cover dynamic in hill land on integration of DEM data and TM image", Proc. SPIE 7695, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVI, 76952J (12 May 2010); https://doi.org/10.1117/12.852335

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KEYWORDS

Data integration

Data modeling

Remote sensing

Vegetation

Atmospheric corrections

Calibration

Data conversion

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