web-based geospatial information services and analytical tools for natural habitat conservation and...
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Web-based Geospatial Information Web-based Geospatial Information Services and Analytical Tools for Natural Services and Analytical Tools for Natural Habitat Conservation and ManagementHabitat Conservation and Management
Thesis Committee MembersDr. Ming-Hsiang Tsou Dr. Douglas A. StowDr. Roger Whitney
(Math & Comp. Science)
Liang Guo
Research purposeResearch purpose
• Facilitate the sharing, access, and Facilitate the sharing, access, and exchange of geospatial informationexchange of geospatial information
• Enhance the utility of remotely sensed Enhance the utility of remotely sensed imagery, vector-based GIS and GPS data imagery, vector-based GIS and GPS data
• Provide real-time analysis in tracking Provide real-time analysis in tracking natural habitat conditions and status of natural habitat conditions and status of preservespreserves
• Make the environmental decision making Make the environmental decision making process more transparent and result more process more transparent and result more widely accessible widely accessible
Overall ProblemOverall Problem
• Traditional approaches for accessing Traditional approaches for accessing large volumes of geo-spatial data are large volumes of geo-spatial data are often time-consuming and problematic often time-consuming and problematic
• Only a small number of experienced Only a small number of experienced users can access GIS data and imagery users can access GIS data and imagery by using sophisticated GIS/RS software by using sophisticated GIS/RS software
Problem (cont’d)Problem (cont’d)
• The expensive GIS/RS software, The expensive GIS/RS software, specialized hardware, platform specialized hardware, platform dependence, and inability to commute with dependence, and inability to commute with remotely accessible information hindered remotely accessible information hindered further development of these systems further development of these systems
• Due to the complexity and high cost of Due to the complexity and high cost of acquiring GIS and remote sensing data, acquiring GIS and remote sensing data, most results and decision making are most results and decision making are made behind the doors, using restricted made behind the doors, using restricted information and information and withwith minimal public minimal public participationparticipation
Project NeedProject Need
• There exists a strong incentive to develop a There exists a strong incentive to develop a wider user access of geospatial data because wider user access of geospatial data because of the high cost of acquiring data and the of the high cost of acquiring data and the multi-discipline of environmental research. multi-discipline of environmental research.
• There is a long-term need to call for easy-to-There is a long-term need to call for easy-to-use and cost-effective tools that can be use and cost-effective tools that can be shared by multiple users and perform the shared by multiple users and perform the critical real-time analysis for environmental critical real-time analysis for environmental decision making.decision making.
Technical RevolutionTechnical Revolution
• Internet technology allows for seamless Internet technology allows for seamless integration with data storage, access, integration with data storage, access, analysis, visualization and the creation analysis, visualization and the creation of platform independence software. of platform independence software.
• The Internet is a perfect medium for The Internet is a perfect medium for disseminating geospatial information disseminating geospatial information interfacing with multiple usersinterfacing with multiple users
Internet Technology Advance
• From static to dynamic modeling
• From restrict use to easy access
• From stand-alone software packages to cross-platform applications
• From Heterogeneous to compatible and standard network environment
Project ObjectiveProject Objective• Provide a on-line data warehouse for efficient Provide a on-line data warehouse for efficient
storage and access of geospatial informationstorage and access of geospatial information
• Implement web-based mapping facilities for Implement web-based mapping facilities for displaying remote sensing and GIS datadisplaying remote sensing and GIS data
• Develop algorithms that perform on-line Develop algorithms that perform on-line analytical functions such as change detection analytical functions such as change detection over space and timeover space and time
• Test the prototype for the usability through Test the prototype for the usability through web-based questionnairesweb-based questionnaires
Research QuestionsResearch Questions• How well can web-based applications enhance How well can web-based applications enhance
the utility of remotely sensed imagery and GIS the utility of remotely sensed imagery and GIS datasets, and in turn contribute to the monitoring datasets, and in turn contribute to the monitoring and understanding of complex environmental and understanding of complex environmental processes?processes?
• How well can online data warehouse and How well can online data warehouse and GIService be used to facilitate the sharing of GIService be used to facilitate the sharing of geospatial datasets?geospatial datasets?
• How well can web-based change detection tools How well can web-based change detection tools and mapping functions be applied in a multi-and mapping functions be applied in a multi-discipline environmental management of natural discipline environmental management of natural resources? resources?
Programming Language and Software SelectionProgramming Language and Software Selection
• GIS/RS SoftwareGIS/RS Software
– ArcIMS 3.1ArcIMS 3.1– Erdas Imagine8.5 Erdas Imagine8.5 – ArcGIS 8.2ArcGIS 8.2– ArcView3.2ArcView3.2
• Web SoftwareWeb Software
– Macromedia Macromedia DreamweaverDreamweaver
– Microsoft Microsoft FrontPageFrontPage
• Programming Programming LanguageLanguage
– JavaJava– JavaScriptJavaScript– HTMLHTML
Prototype Prototype EvaluationEvaluation
Prototype Web Service FunctionsPrototype Web Service Functions
Data Data WarehouseWarehouse
Data Data WarehouseWarehouse
Internet Internet Map Map
ServerServer
Internet Internet Map Map
ServerServer
On-line On-line AnalyticalAnalytical
ToolsTools
On-line On-line AnalyticalAnalytical
ToolsTools
Data Data WarehouseWarehouse
Data Data WarehouseWarehouse
Data WarehousingData Warehousing
• ArcCatalog– FGDC
• Citation • Description • Time Period • Contact
• Search Engine
Internet Internet Map Map
ServerServer
Internet Internet Map Map
ServerServer
On-line On-line AnalyticalAnalytical
ToolsTools
On-line On-line AnalyticalAnalytical
ToolsTools
Prototype Prototype EvaluationEvaluationData Data
WarehouseWarehouse
Data Data WarehouseWarehouse
Internet Map ServerInternet Map Server
• ESRI ArcIMSESRI ArcIMS
• Intergraph GeoMedia Intergraph GeoMedia
• AutoDeskAutoDeskMapGuideMapGuide
• MapInfoMapInfo
Internet TCP/IP
Web Browser
Web Server
Internet Map ServerGIS/RS
Database
3-Tier Architecture
ArcIMSArcIMS
• Java Viewer• HTML Viewer
Internet Internet Map Map
ServerServer
Internet Internet Map Map
ServerServer
On-line On-line AnalyticalAnalytical
ToolsTools
On-line On-line AnalyticalAnalytical
ToolsTools
Prototype Prototype EvaluationEvaluationData Data
WarehouseWarehouse
Data Data WarehouseWarehouse
Why JavaWhy Java
• ““Write Once, Run Anywhere”Write Once, Run Anywhere”• Open Source, easily and freely Open Source, easily and freely
distributeddistributed• Object oriented, full-blown languageObject oriented, full-blown language• Extreme growth in functional APIsExtreme growth in functional APIs• Network centric, beyond computersNetwork centric, beyond computers• Advanced graphics and digital image Advanced graphics and digital image
processingprocessing
2-Tier Architecture2-Tier ArchitectureClientClient
ServerServer
3 or n Tier Architecture3 or n Tier Architecture(ArcIMS)(ArcIMS)
• Client-Server Solution Adhere to all Internet/web standard
• Utilizing existing GIS function, centralizes administration of data and GIS application software
• Client solution• Modern GUI and flexible
interaction • Good performance for
operation• Less Internet traffic• No specific software and
hardware requirement
• Poor system interface• Lack of interactivity• Create many request
• Difficult for complex data processing
• Lack of security
2-Tier Architecture2-Tier Architecture(Java Applet)(Java Applet)
Java APIs
• Client is Applet
–Abstract Window Tookit (AWT)
–Swing
–Java2D
–Java Advanced Imaging (JAI)• Swing, Java2D, and JAI
Brower needs Java 1.3 plug-in
Image TransparencyImage Transparency
http://map.sdsu.edu/arc/imgoverlay/alpha.html
Using Java2DAlphaComposite RulePixel-by-pixel transparency the source image over the destination image
AlphaComposite ac = AlphaComposite.getInstance(AlphaComposite.SRC_OVER);float alpha = 0.5f;
ac = AlphaComposite.getInstance (AlphaComposite.SRC_OVER, alpha);
BufferedImage buffImg = new BufferedImage(width, height, BufferedImage.TYPE_INT_RGB);
Graphics2D graphic2D = buffImg.createGraphics();
graphic2D.drawImage(bottomImage, 0, 0, null);graphic2D.setComposite(ac);graphic2D.drawImage(topImage, 0, 0, null);
g.drawImage(buffImg, null, 0, 0);
Image Swipe
• drawImage(image,x,y,w,h,observer)
Width (W)(x,y)
Hei
gh
t (H
)
http://map.sdsu.edu/arc/imgswipe/index.htm
• drawImage(image,x1,y1,w1,h1, x2,y2,w2,h2, observer)
Internet Internet Map Map
ServerServer
Internet Internet Map Map
ServerServer
On-line On-line AnalyticalAnalytical
ToolsTools
On-line On-line AnalyticalAnalytical
ToolsTools
Prototype Prototype EvaluationEvaluationData Data
WarehouseWarehouse
Data Data WarehouseWarehouse
SWOTSWOTAnalysisAnalysis
On-lineOn-lineQuestionnaireQuestionnaire
Prototype Evaluation
• SWOT
– Strength
– Weakness
– Opportunity
– Threat
SWOT ANALYSISSWOT ANALYSIS
What can you improve?
What do you do poorly?
What should you avoid?W
What good opportunity are you facing?
What are the interesting trends are you aware of?
What obstacles are you facing?
What are your competitors doing?
What are you advantages?
What do you do well?
What is better than others?
TO
S
On-line Questionnaire
• Two Mission Trail Park Rangers
• Four GIS, Remote SensingProfessionals
• Four Graduate Students
Prototype WebsitePrototype Website
• Project Web Site http://map.sdsu.edu/arc
Strength
• Easy to access, cross-platformEasy to access, cross-platform
• Simplified and user-friendly interfaceSimplified and user-friendly interface
• No software requirement, no No software requirement, no hardware installation, no license hardware installation, no license
• Cost reduction, maximum availability Cost reduction, maximum availability of information to the publicof information to the public
• Facilitate the exchange and sharing Facilitate the exchange and sharing high-cost of geo-spatial information high-cost of geo-spatial information between multi-discipline usersbetween multi-discipline users
Weakness
• Lack of advanced analytical Lack of advanced analytical capability and integration with capability and integration with dynamic modelingdynamic modeling
• The desired performance is relied on The desired performance is relied on higher bandwidth requirementhigher bandwidth requirement
• Different levels of user’s technique Different levels of user’s technique understanding can not be taken for understanding can not be taken for grantedgranted
Opportunity• Improved public awareness and Improved public awareness and
participation with geospatial information participation with geospatial information by giving process more transparent and by giving process more transparent and result more accessible via the Internetresult more accessible via the Internet
• With the continuing development of web-With the continuing development of web-based applications, more GIS/RS data can based applications, more GIS/RS data can be shared in an efficient and timely be shared in an efficient and timely manner. manner.
• High bandwidth availability can make High bandwidth availability can make performance more satisfactory and performance more satisfactory and acceptable acceptable
ThreatThreat
• Need significant levels of programming Need significant levels of programming skills and geometric algorithmskills and geometric algorithm
• A comprehensive Internet GIS, and A comprehensive Internet GIS, and remote sensing application is difficult to remote sensing application is difficult to be fully developed, only certain be fully developed, only certain functions will be migrated into Internetfunctions will be migrated into Internet
• Web-based tool is ideal for demo and Web-based tool is ideal for demo and sharing of data, not capable of taking sharing of data, not capable of taking the place of desktop softwarethe place of desktop software
MetadataMetadata
• The content of FGDC metadata need The content of FGDC metadata need to be simplified and standardized for to be simplified and standardized for the efficient and practical use of the efficient and practical use of environmental program.environmental program.
• A well-organized index, sorting and A well-organized index, sorting and search mechanism is much-needed search mechanism is much-needed to facilitate the exchange and to facilitate the exchange and sharing geo-spatial informationsharing geo-spatial information
Internet Map Server
• ArcIMS and other web-based ArcIMS and other web-based mapping facilities are only focused mapping facilities are only focused on GIS analytical capabilities.on GIS analytical capabilities.
• Lack of interoperability with remote Lack of interoperability with remote sensing and GPS data, there is a sensing and GPS data, there is a significant limitation to add remotely significant limitation to add remotely sensed imagery under current sensed imagery under current software architecturesoftware architecture
Java-based On-line Analytical Tools Java-based On-line Analytical Tools
• Java has great potential for providing Java has great potential for providing advanced analytical capabilities for advanced analytical capabilities for remotely sensed imageryremotely sensed imagery
• Many Java APIs, such as Java2D, JAI Many Java APIs, such as Java2D, JAI are designed for digital image are designed for digital image processingprocessing
• Image size and format are still a major Image size and format are still a major barrier for Java programming barrier for Java programming technologytechnology
Future DevelopmentFuture Development
x
y
(Image Geo-referencing)
Web-based Image Viewer 3.0Web-based Image Viewer 3.0
http://map.sdsu.edu/mobilegis/area/index.html
Tile ImageTile Image• Tile Image breaks the Tile Image breaks the
data into “tiles” which data into “tiles” which can be loaded on can be loaded on demand.demand.
• Only a small portion Only a small portion of a dataset is visible of a dataset is visible at any one timeat any one time
• Using a 2-dimensional Using a 2-dimensional array to assist fast array to assist fast retrieval of tiles.retrieval of tiles.
Image PyramidImage Pyramid
Zo
om
Fa
cto
rZ
oo
m F
ac
tor
1X1X
2X2X
4X4X
8X8X
16X16X
tileImage (i, j, k)tileImage (i, j, k)• Internet solution to Internet solution to assist in displaying assist in displaying large datasetslarge datasets
• Reduce memory Reduce memory overloadoverload
• Multi-scale Multi-scale dependent dependent tile imagestile images
Web-based Image Viewer 4.0Web-based Image Viewer 4.0
Conclusion
• Web-based service can facilitate the access, Web-based service can facilitate the access, sharing and manipulating geo-spatial sharing and manipulating geo-spatial informationinformation
• Current technologies like Java, ArcIMS Current technologies like Java, ArcIMS demonstrate a great potential in the demonstrate a great potential in the application of GIS and remote sensingapplication of GIS and remote sensing
• Technical barrier such as bandwidth Technical barrier such as bandwidth requirement, programming capability, and requirement, programming capability, and software limitation is a major concern for the software limitation is a major concern for the further development further development
Potential UsePotential Use
• Medical Imaging• Digital Photography • Document Image Processing • Computer Aided Design (CAD)• Multi-media digital library • Presentation software
• High Resolution Imagery• Geographic Information System• Spatial Analysis - Scientific data visualization
AcknowledgementsAcknowledgements
Dr. Ming-Hsiang Tsou Dr. Ming-Hsiang Tsou
Dr. Douglas A. StowDr. Douglas A. Stow
Dr. Roger WhitneyDr. Roger Whitney(Math & Comp. Science) (Math & Comp. Science)
John KaiserJohn KaiserLloyd (Pete) Coulter Lloyd (Pete) Coulter
Lina CaoLina CaoJohn RyanJohn Ryan
The EndThe End