953
THE RESEARCH OF THE DYNAMIC MONITORING TECHNIQUE FOR LAND USE
BASED ON REMOTE SENSING IMAGERY
Shao Yong-she*, Zhang Shao-ming , Dou Jian-fang , Jia Sheng-ju
Department of Surveying and Geo-informatics of Tongji University, Shanghai, China,200092
Commission WGs, WG VII/5
KEY WORDS: Remote Sensing Imagery, Dynamic Monitoring, Change Detection, Land Use, Change Polygon
ABSTRACT:
For the past few years, the dynamic monitoring technique for land use based on high resolution remote sensing imagery is at the
stage of key techniques research and system development in China. The paper regards the system of the dynamic monitoring for
land use of the GuangDong province as an example, and expounds detailedly the key techniques and the process obtaining the
change polygon. In the paper, a brief introduction about the constituent of the dynamic monitoring system is firstly given. Then, the
area change detection techniques, classification methods, the alterative area and attributes acquisition are discussed in detail. Lastly,
the paper describes the operation flowline and primary function, and analyzes the application perspective of the system and the
problems that will be improved in the future.
1. INTRODUCTION
The research of the change monitoring using remote sensing
imagery began in the 1960s later. Dynamic change monitoring
can be used to agriculture, forestry, water conservancy, and
land resources surveying. For the time being, the remote
sensing change monitoring technology is mostly used in land
cover investigation, land use surveying, forest cover
investigation, water area surveying and so on in China. Since
2000, China has carried out the census in land use, and
established the National Land Use Database (Shen Xiao-le et al,
2007). Nevertheless, with the sustaining and rapid growth of
national economy, as well as the less and less arable land,
dynamic monitoring and reasonable planning of the land use
play a very important role in ensuring the sustaining and
healthy development of the national economy.
In China, the monitoring of land use information generally
experienced the following three stages. The first stage is the
initial artificial investigation stage, which the change
information is entirely completed by the artificial investigation,
and is in low efficiency and a long life cycle; the second is
dynamic monitoring stage and regards the aerial photos as
information sources, which mainly monitors the change by
means of visual interpretation and image processing, and is very
expensive and in a longer cycle; the third stage regards remote
sensing satellite imagery as the main data sources, and
combines the dynamic monitoring technology of remote sensing
imagery so as to implement dynamic monitoring of land use,
which is being in the stage of key technologies research and
application at present(Di Feng-ping et al, 2008).
In this paper, we take the dynamic monitoring system of land
use in Guangdong for an example, expound the key
technologies and processes of the subsystem acquiring change
polygon in detail, and introduce the operation flowline and the
primary functions of the system.
2. THE SYSTEM OF LAND USE CHANGE PLOYGON
DETECTION
Change monitoring of land use mainly determines the change
orientation, distribution, extent, categories and area size for
land use and land cover at a certain period of time. The change
detection, classification, regional extraction and edge tracking
technology, which fit to the remote sensing imagery, are used to
acquire change polygon of land use based on the constitution of
changing information and characteristics. After the attributes of
change polygon are ascertained, the land-use database will be
updated. Therefore, the polygon acquisition becomes one of the
key technologies in the dynamic monitoring of land use. The
major component of acquiring change polygon of land use
includes change detection, polygon extraction, classification,
attribute information acquisition and edition, which is shown in
Figure 1.
3. PLOYGON DETECTION AND ATTRIBUTE
INFORMATION ACQUISITION
3.1 Change Polygon Detection
Change polygon detection is one of the key technologies for
dynamic monitoring of land use. A variety of methods can
improve the reliability of change detection of remote sensing
imagery (Zhang Ji-xian et al, 2005). Therefore, the module of
the change detection system mainly includes image differential
method, principal component analysis (PCA) and correlation
analysis (CA) (Gatsis, I. et al, 2006). Image differential method
is a kind of the simple methods for change detection, but the
results depend on the image quality.
PCA transforms a set of correlated variables into a group of
independent and orthogonal variables, which is the linear
combination of input variables so as to eliminate redundancy
* Corresponding author. Tel.: 86-21-65981710. E-mail address: Shaoysh@sina.com