Glossary of Terms
The process of gathering relevant data for the area of interest, generate a model to find patterns and relationships amongst the data, and present the derived information in appropriate and useful form.
The process of acquiring data from multiple sources, cleaning the data (removing/replacing missing/redundant data), combining the data to acquire only required fields and entries, and preparing the data for easy access and analysis.
A collection of different pieces of georeferenced information (yield, soil type, fertility) that can be manipulated (layered) in a GIS model.
A set of parameters and control points used to accurately define the three-dimensional shape of the earth. The datum defines part of a geographic coordinate system that is the basis for a planar coordinate system. For example, the North American Datum for 1983 (NAD83) is the datum for map projections and coordinates within the United States and throughout North America.
A method of estimating field position based on forward speed, time of operation, implement width and number of passes.
A supervised learning algorithm that models a tree where every branch represents a set of alternatives and leaves represent the decisions. By taking a series of decisions along the branches, we ultimately reach the desired result at one of the leaves.
DEM (Digital Elevation Model)
A digital representation of the elevation of locations on the land surface. A DEM is often used in reference to a set of elevation values representing the elevations at points in a rectangular grid on the Earth's surface. Some definitions expand DEM to include any digital representation of the land surface.
A variable that is under test and changes with respect to the change in an independent variable. In a housing price example, change in area results in change in price. Here, price is a dependent variable which depends on the independent variable area.
Modification of GPS signal information to increase accuracy. Correction of a signal is done from a second GPS receiver/transmitter at a known fixed location. The signal is then transmitted to the tractor, combine or other equipment that corrects the proper location through differential processing. Differential correction signals can be transmitted from satellites, on AM or FM radio, or through other means.
The realm in which our physical and social world is fused through digital devices. Integrated characterization and modeling improve decision making using modern data-intensive technologies that collect, connect, curate, communicate, and compute.
The introduction of digital noise. This is the process the Department of Defense uses to add inaccuracy to GPS signals to induce Selective Availability.
DOP (Dilution Of Precision)
Describes fluctuations in the level of precision that a GPS receiver can have in a short period of time.
An aircraft without a human pilot.
The use of information on the characteristics of a soil revealed by measuring its electrical conductivity to create a soil map.
EGNOS (European Geostationary Navigation Overlay Service)
A satellite-based augmentation system developed by the European Space Agency. EGNOS is the European equivalent to WAAS in the US.