RESEARCH ON “BEIJING 1” MICRO-SATELLITE
IMAGE QUALITY AND LAND USE CLASSIFICATION PRECISION
WANG Qian*
National Geomatics Center of China, No.l Baishengcun, Zizhuyuan, Beijing, P. R. China - chinawbb@163.com
WG 1/6
KEY WORDS: "Beijing 1" Micro-satellite, Image quality, Land use, Classification, Precision analysis, Appraise
ABSTRACT:
“Beijing 1” is one Micro-satellite of the international Disaster Monitoring Constellation (DMC). It was launched successfully in
2005, and has high-powered characteristic, such as high gaining data ability, high storage ability, high space resolution, high time
resolution and low cost. At present it is necessary to make objective appraisal for image quality and application potential in different
research field in order to provide beneficial reference for the satellite future design and application. In China, LUCC space-time
database construction is one important domain in remote sensing technology application field, and mainly relied on foreign
commercial satellite. Now “Beijing 1” Micro-satellite Image can be one kind of new data source. This paper taking LUCC as the
application object, Researched on “Beijing 1” Micro-satellite multi-spectra Image Quality and Land Use Classification Precision.
The main content and research method in the paper as followed: Image quality was studied through analyzing visual quality,
spectrum characteristic and geometry correction precision, land use classification precision was studied through selecting
characteristic variable, optimizing training sample and establishing classification template, constructing three different methods
“Maximum Likelihood, Minimum Distance and Mahalanobis Distance” to make land use classification and appraise the
classification precision. The research results show that: “Beijing 1” image has rich spectrum information, clear texture structure and
good geometry performance. Image quality is fine and land use classification precision is high. Image can satisfy medium scale map
request, can be widespread used in land use field and become the main data source that remote sensing data renews in land use
research.
1. INSTRUCTIONS
“Beijing 1” is one Micro-satellite of the international Disaster
Monitoring Constellation (DMC). It was launched successfully
On October 27, 2005, and had high-powered characteristic,
such as high gaining ability, high storage ability, high space
resolution, high time resolution and low cost. “Beijing 1”
Micro-satellite could gain multi-spectra data with 32 meter
resolution and 600km x600km scan areas, at the same time, it
could gain panchromatic images with 4 meter resolution and
24kmx24km scan areas. After the entire DMC began to run,
everyday it can provide the remote sensing images for any
place in the world. “Beijing 1” Micro-satellite had important
scientific value. It would change the history that China mainly
depended on the foreign satellite remote sensing data. At
present it is necessary to make objective appraisal for image
quality and application potential in different research field in
order to provide beneficial reference for the satellite future
design and application.
In China, LUCC space-time database construction is one
important domain in remote sensing technology application
field. In the past, LUCC space-time database construction in
China mainly relied on foreign commercial satellite
(LANDSAT). But now TM data source was in the unstable
condition now. Therefore, searching one new data source had
been one urgent duty. “Beijing 1” Micro-satellite Image can be
one kind of new data source. So this paper taking LUCC as the
application object, researched on “Beijing 1” Micro-satellite
multi-spectra Image Quality and Land Use Classification
Precision, aiming to accumulate experience for more
application in difference field in future.
2. EXPLANATION OF METHODS
2.1 Data used
In the research, “Beijing 1” CCD data provided by Chinese 21st
Century Spatial Technology Application Company was used.
Data was received on November 14, 2005. Three wave bands
respectively were 0.52 - 0.62pm (green), 0.63 - 0.69pm, (red),
0.76 - 0.90pm (near-infrared).The image cover scope was broad,
including Beijing, Shijiazhuang and Tianjin. The northeast and
northwest were mountainous areas, the southeast was Bohai Sea,
and Beijing was located in the middle of image. Table 1
described other information about this image.
DataName
Resolution
Document size
“Beijing 1”
32meter
794.49cmx562.61 cm
Data capability
Format
Element
1.00GB
TIF
22521x15948 element
Tab.l Detailed situation of “Beijing 1” CCD data used in study
Corresponding author.