Spatial Information Retrieval Xuejiao Liu INF 385F: WIRED Fall 2004 Spatial Data Mining and Knowledge Discovery Used for mining data in spatial databases with huge amounts of data Spatial data is defined as location-related data in an object A spatial database stores spatial objects and spatial relationships between these objects Important application - GIS What is GIS Geographic Information System A computer-based system for storing, analyzing, and reporting map and spatial database, providing environmental, social economic and geographic information. A computer-assisted information system to collect, store, manipulate and display spatial within the context of an organization, with the purpose of functioning as a decision support system What is GIS Layers or Themes: •Objects that contain spatial information are represented as several different layers where each layer holds data about a particular kind of feature. •Each feature is linked to a position on the graphical image on a map and a record in an attribute table. GIS Components Hardware (computer system) Software Data (spatial database) Developers and users Analysis and modeling Spatial Databases in GIS Data capture Data storage/retrieval Data display Data Storage WELL_NA ME CONT__ STA T 08 1 LATITUDE LONGITUD E TD__M_ OPERATOR COMPLET ED dry -4.797222 12.478333 409.00 Gulf Oil Corp 19680100 Lower Congo Basin 100 1 dry -5.580444 12.341944 1048.00 Gulf Oil Corporation 19671203 Lower Congo Basin 101 1 dry -5.580278 12.486944 844.00 Gulf Oil Corporation 19690324 Lower Congo Basin 109 1 dry -5.618333 12.162500 1370.00 Gulf Oil Corporation 19680204 Lower Congo Basin 109 2 dry -5.616667 12.163333 1369.77 Gulf Oil Corp 19680204 Lower Congo Basin 109 3 dry -5.624722 12.156944 3539.00 Gulf Oil Corporation 19680301 Lower Congo Basin 110 1 dry -5.590278 12.178611 1067.00 Gulf Oil Corporation 19680211 Lower Congo Basin 111 1 dry -5.653306 12.267528 1197.00 Gulf Oil Corporation 19680120 Lower Congo Basin 111 2 dry -5.660417 12.260000 2750.00 Gulf Oil Corporation 19711001 Lower Congo Basin 112 1 dry -5.645556 12.355000 1064.00 Gulf Oil Corporation 19680108 Lower Congo Basin 113 1 dry -5.620000 12.453611 915.00 Gulf Oil Corporation 19671211 Lower Congo Basin 113 2 dry -5.631417 12.435972 1214.00 Gulf Oil Corporation 19671220 Lower Congo Basin 122 2 dry -5.675000 12.241667 1372.00 Gulf Oil Corporation 19680127 Lower Congo Basin 122 3 dry -5.732222 12.175278 4304.00 Gulf Oil Corp 19680919 Lower Congo Basin 123 2 dry -5.668333 12.256667 1370.00 Gulf Oil Corporation 19680114 Lower Congo Basin 123 3 dry -5.726111 12.266667 1840.00 Gulf Oil Corporation 19680219 Lower Congo Basin 123 4 dry -5.684444 12.286389 3601.00 Gulf Oil Corporation 19680514 Lower Congo Basin 123 5 gas -5.706667 12.270556 2644.00 Gulf Oil Corporation 19680000 Lower Congo Basin BASIN Data Display A Example of Information analysis in GIS Stating the problem Breaking down the problem into a series of objectives Assigning value of suitability to the objectives Finding suitable areas Web GIS Web-GIS Web GIS is a geographic information system that GIS data and functionality are made available over the Internet. How’s it work On the server side: GIS database and applications On the client side: a user interface within a web browser. Web GIS Web GIS Advantages Unlimited access Low cost Easily to use Web GIS Disadvantages Download time Affected by network traffic Limited functions Web GIS Web GIS Examples: National Geographic MapMachine Natural Resources Information