Title: CBERS: the Brazilian Experience
1CBERS the Brazilian Experience
- Gilberto Camara
- Director for Earth Observation
- INPE
Workshop 3 Years of CBERS, Beijing, October 2002
2Overview
- CBERS Ground and Application Segment in Brazil
- CBERS Products and Distribution Statistics
- CBERS Associated Software Technology
- CBERS Applications
- Perspectives for CBERS-2 and CBERS-3/4
- The rôle of CBERS as an International Cooperation
program
3CBERS Ground and Application Segment
4CBERS Ground and Application Segment
Data Reception
Image Production
Software Develop.
Applications
5CCD image of Brasilia
6CCD Agricultural Region in São Paulo
Crops soy (red) and harvest (green)
7São Paulo Coast (CCD)
8IRMSS Brazilian Coast (NE)
9São Paulo Rio Janeiro (WFI)
10(No Transcript)
11WFI Belo Horizonte
Mining dark regions
12WFI Mosaic São Paulo State
13CBERS-1 Image Production
- Total number
- 2000 653 products
- 2001 757 products
- 2002 863 products (September)
- One product CCD scene (IRMSS)
- CBERS demand is similar to LANDSAT
14Promoting CBERS
- Partnerships
- Universities, research institutes and industry
- Education projects
- High-school teachers
- ISPRS International society for remote sensing
- Workshops/symposium (SBSR, SELPER, IRSE, etc)
15CBERS Partnership examples
- University of Michigan mapping selective logging
of timber (wood) in Amazon - University of Viçosa (Brazil) Vegetation index
mapping - Military maps with scales ranging from 1250,000
(WFI) to 150,000 (CCD) - University of São Paulo Geological studies
- Agricultural Agency (EMBRAPA) Monitoring the
expansion of agricultural area
16CBERS-Associated Software Technology
17RD in Image Processing and GIS
- SPRING Image processing and GIS software.
- Multi-platform (Windows, Linux, Solaris)
- Web http//www.dpi.inpe.br/spring (25.000
downloads)
18Segmentation and Classification
19Restoration
- Objective
- Correct sensor distortions
- Reduces the blur effect
20Restoration Filter
21Image Registration and Mosaicking tools
- Objective
- Combine two images to generate a large-area
composite - Amount of data is very large
- Difficult to get control points manually
- INPE developed a semi-automatic registration
system
22Registration System Interface
23Combination of CBERS Images
24CBERS Application Examples
25 A comparison study between CBERS IR-MSS and
Landsat TM images to evaluate deforestation in
the Brazilian Amazon
26Segmentation Over Color Composite
27Classification
COLOR COMPOSITION
FINAL MAP
28Comparison of Area Estimation
29CBERS images in Remote Sensing Training Course
for Grade Teachers
30(No Transcript)
31Perspectives for CBERS-2 and CBERS-3/4
32Perspectives for CBERS-2
- Estalishment of a Joint Cooperation Agreement for
Ground and Application Segments - Strong partnership between CRESDA and INPE
33CRESDA-INPE Cooperation
- Standards for CBERS image products
- Quality control and quality assessment plans for
CBERS images - A joint commercialization proposal for the
marketing of CBERS images for countries other
than Brazil and China
34CRESDA-INPE Cooperation
- Joint image reception and image production ground
station for the CBERS 3 and CBERS 4 satellites - Image processing software to extract information
from CBERS - Establishment of an applications development
center to develop end-user products
35Ground Segment CBERS-3/4
- To be developed as part of the joint agreement
between Brazil and China - Establish an international network of receiving
stations for CBERS-3/4 - INPE Initiatives
- Initial development of ground station for CBERS-2
- Replace CBERS-1 processing station
36Concluding Remarks The Rôle of CBERS for
International Cooperation
37Significant Contribution of CBERS
- Competitive advantages of RS imagery
- When there is a need to routinely monitor a large
area consistently, reliably and/or independently.
- Where there is a need to gather information
rapidly about events whose location and timing
are unpredictable. - Where there is a need for cost-effective
cartographic mapping, and imagery can replace or
complement aerial surveys. - CBERS serves the public good
38Significant Contribution of CBERS
- International Earth Observation satellites
- USA and Europe Earth Observation as commercial
service - Increase image cost for other countries
- China and Brazil response
- CBERS as a public-good satellite
- International cooperation programs
- Major oportunity for CBERS!
39Conclusion
- Many thanks and honors
- CAST for developing CBERS-1
- CNSA and COSTIND for supporting CAST
- CRESDA for the application development and
cooperation with INPE - May CBERS Project have a long life!