Global Positioning System (GPS) and Geographic Information System (GIS)
Introduction to GPS
Global Positioning System (GPS) emerged during the 1970s.
The system originated from space programs and was funded by the military for global navigation and guidance.
Many countries are developing their own systems.
Global Navigation Satellite Systems (GNSS) is the broad term for all satellite systems used in positioning.
GNSS receivers utilize GPS satellites and other satellite systems developed by various countries.
Performance:
Provides precise timing and positioning globally with high reliability and low cost.
Operates day or night, rain or shine, without needing clear lines of sight between survey stations.
Overview of GPS
Receiver positions are computed using precise distances from satellites derived from timing and signal information.
Satellites act as reference or control stations in satellite surveying.
Ranges (distances) to satellites are used to compute receiver positions.
This is conceptually similar to resection in traditional ground surveying, where distances and/or angles are observed from an unknown ground station to control points of known position.
GPS Segments
The Global Positioning System consists of three segments:
Space Segment
Control Segment
User Segment
Space Segment:
Nominally consists of 24 satellites operating in six orbital planes spaced at 60° intervals around the equator.
Includes four additional satellites as spares.
Control Segment:
Monitoring stations track satellite signals and positions over time.
User Segment:
Two categories of receivers are classified by access to two services.
Standard Position Service (SPS)
Precise Positioning Service (PPS).
The Geodetic Coordinate System
Geocentric vs. Geodetic Coordinate Systems:
Both systems describe locations on Earth using different reference frames and latitude definitions.
Geocentric Systems:
Use a three-dimensional Cartesian coordinate system with the Earth's center as the origin.
Geodetic Systems:
Use latitude and longitude, defined relative to a reference ellipsoid (spheroid or ellipsoid) and the local vertical.
Positions in satellite surveys are computed in the geocentric coordinate system but are inconvenient for surveyors because:
Geocentric coordinates have extremely large values due to their origin at the Earth’s center.
The X-Y plane aligns with the equator, unrelated to conventional north-south or east-west directions on the Earth's surface.
Geocentric coordinates do not indicate relative elevations between points.
What is GIS
GIS is an information management system that can:
Collect, store, and retrieve information based on its spatial location.
Identify locations within a targeted environment that meet specific criteria.
Explore relationships among data sets within that environment.
Analyze related data spatially to aid in decision-making about the environment.
Facilitate selecting and passing data to application-specific analytical models for assessing the impact of alternatives.
Display the selected environment graphically and numerically before or after analysis.
Layers in GIS
Maps represent different layers of spatially related information digitally recorded and incorporated into a GIS database.
Examples:
A: Parcels of different landownership
B: Zoning
C: Floodplains
D: Wetlands
E: Land Cover
F: Soil Types
G: Geodetic reference framework (network of survey control points).
Control points are found in each layer, providing a means for spatially locating all data in a common reference system.
Composite maps merge two or more different data sets.
H: Composite overlay, composite of all layers.
Spatial Elements in GIS
Points:
Define single geometric locations.
Used to locate features such as houses, wells, mines, or bridges.
Coordinates give spatial locations, commonly in state plane or UTM systems.
Lines and Strings:
Obtained by connecting points.
A line connects two points; a string is a sequence of two or more connected lines.
Used to represent roads, streams, fences, property lines, etc.
Interior Areas:
Consist of continuous space within three or more connected lines or strings forming a closed loop.
Used to represent governmental jurisdictions, parcels of landownership, land cover types, or large buildings.
Spatial Elements in GIS (Continued)
Pixels:
Tiny squares representing the smallest elements in a digital image.
Arranged in rows and columns to enter data from aerial photos, orthophotos, satellite images, etc.
Numerical values assigned to each pixel specify color or tone distributions.
Pixel size is variable, specified by dots per inch (dpi).
Example: 100 dpi corresponds to squares of \frac{1}{100} in. on each side, yielding 10,000 pixels per square inch.
Grid Cells:
Single elements (usually square) within a continuous geographic variable.
Sizes can be varied; smaller cells improve resolution.
Used to represent slopes, soil types, land cover, water table depths, land values, population density, etc.
Numerical values assigned to each cell indicate data distribution; e.g., soil types: 2 for sand, 5 for loam, 9 for clay.
Data Models of GIS
Spatial elements in GIS create two formats for storing and manipulating spatial data: vector and raster.
Vector Format:
Uses a combination of points, lines, strings, and interior areas.
Raster Format:
Uses pixels and grid cells.
Raster formats are often preferred because:
Many data sources are available in raster format (aerial photos, orthophotos, satellite images).
Enables computer-based data collection, storage, and manipulation.
Available image processing software can refine raster images.
Boundary locations for data sets like wetlands and soil types are often vague, so raster format doesn't significantly affect accuracy.
Vector to Raster Data Conversion
Vector-to-raster conversion (coding) can be accomplished in several ways:
Predominant Coding:
Each grid cell is assigned the value corresponding to the predominant characteristic of the area it covers.
Precedence Coding:
Each category in the vector data is ranked by importance or “precedence” relative to other categories.
Center-Point Coding:
A cell is assigned the category value at the vector location corresponding to its center point.
GIS Applications
Common application areas include:
Land-use planning
Natural resource mapping and management
Environmental impact assessment
Census, population distribution, and demographic analyses
Route selection for highways, rapid-transit systems, pipelines, transmission lines, etc.
Displaying geographic distributions of events such as automobile accidents, fires, crimes, or facility failures
Routing buses or trucks in a fleet
Tax mapping and mapping for surveying and engineering purposes