Glossary: precision ag terms used in GeoPard
A practical glossary of the core precision agriculture and platform terms used across GeoPard.
GeoPard uses agronomy, GIS, and machinery terms in one workflow. This glossary gives each term a clear meaning, so teams move faster and avoid costly mistakes.
Core platform terms
Farm
A container for a group of fields. Use farms to organize land by grower, business unit, or customer.
Field
A mapped land parcel with a boundary. Most analytics, imports, exports, and prescriptions start at the field level.
Boundary
The polygon that defines the field shape. Accurate boundaries improve imagery clipping, zone creation, statistics, and machine exports.
See Draw a new field, Upload a field boundary, and Edit a boundary.
Label
A tag used to organize farms, fields, or seasons. Labels help teams filter data and manage many clients or crop years.
See Managing Crop Season information with tags(labels).
Organization
A shared workspace structure for teams. Organizations control user permissions, billing, and data access.
Mapping and analytics terms
Satellite image
A remote sensing image of a field from sources like Sentinel, Landsat, or Planet. Use it to monitor crop development, stress, and in-season variability.
See Satellite Monitoring.
Index
A calculated layer derived from satellite bands. Common examples include vegetation, chlorophyll, moisture, or soil brightness indices.
See Indices for Crops and Soils.
Raster map
A gridded map made of many cells or pixels. Satellite analytics, topography, and equation outputs often use raster format.
Vector layer
A map made of points, lines, or polygons. Field boundaries, zones, scouting pins, and many exports use vector format.
Zones map
A polygon layer that splits a field into management areas with similar behavior. Zones maps are a base for variable-rate plans, soil sampling, and analysis.
Management zone
A part of a field grouped by similar productivity, soil, yield, elevation, or imagery response. The goal is to manage each zone differently to improve ROI.
Multi-layer analytics
A method that combines several data layers into one zone map. This is useful when no single dataset explains field variability well enough.
Equation map
A map generated from a custom agronomic formula. It combines one or more datasets into a new output layer.
Prescription map
A map that assigns a target rate to each zone or grid cell. Prescription maps are used for seeding, fertilizer, lime, crop protection, and tillage.
VRA
Short for variable-rate application. It means changing the input rate across the field instead of using one flat rate everywhere.
Rx map
Short for prescription map. In practice, Rx map and VRA map are often used the same way.
Agronomy and field data terms
Yield dataset
Spatial harvest data imported from a yield monitor. It helps quantify productivity, compare seasons, and build better zones and prescriptions.
See Yield Data & Harvest Analytics.
Yield cleaning
The process of removing noise from harvest data, such as turn rows, lag effects, outliers, or sensor errors. Clean yield data improves decisions and economics.
See Yield Calibration & Cleaning.
Yield calibration
The process of aligning monitor values with trusted harvested totals or reference measurements. Calibration improves accuracy before comparing fields or building prescriptions.
Synthetic yield map
A reconstructed yield map for years with missing or poor harvest data. It uses other spatial data to estimate realistic yield patterns.
See Synthetic Yield Map.
Soil dataset
A spatial layer from soil sampling, lab results, or soil scanning. It is commonly used for lime, fertilizer, zoning, and trend analysis.
Topography map
A map of elevation-derived properties such as slope, aspect, or terrain shape. It helps explain water movement, erosion risk, and stable field patterns.
See Topography.
As-applied dataset
A machine-recorded map of what was actually applied in the field. Use it to validate execution quality and compare target versus real rates.
See As-Applied/As-Planted Data Import.
As-planted dataset
A machine-recorded map of what was planted, including seeding rates and planting details. It supports stand analysis, prescription validation, and trial work.
Scouting pin
A geo-referenced note attached to a field or layer. Teams use pins to document field observations, issues, and follow-up actions.
Soil sampling terms
Grid sampling
A sampling method that splits a field into regular cells. It is useful for baseline soil mapping and repeatable comparisons over time.
Zone sampling
A sampling method based on management zones rather than equal grid cells. It focuses sampling effort where field variability matters most.
Core sample
A single soil sample taken at one specific point. Core sampling gives higher spatial detail but usually costs more.
Composite sample
A mixed sample created from several cores within one zone or grid cell. Composite sampling lowers lab cost while preserving useful zone-level insight.
Sampling plan
A planned set of sampling points, routes, labels, and export options for field execution. Good planning cuts field time and improves consistency.
See Soil Sampling - Automated Planning.
Export and integration terms
Shapefile
A common vector GIS format used by many agronomy and mapping tools. It is widely supported for boundaries, zones, and prescription exports.
GeoJSON
A lightweight vector data format often used in GIS tools, APIs, and web workflows.
GeoTIFF
A raster format that stores map values with geographic coordinates. It is commonly used for imagery, topography, and gridded analytics.
ISOXML / ISOBUS file
A machine-ready standard for transferring prescription data to compatible ag equipment. These files usually carry zone-based vector maps or raster prescriptions generated from equations.
GeoPard supports ISOXML / ISOBUS workflows across versions for both vector and raster files. This reduces file conversion work and helps maps move faster to the monitor.
See Machinery Proprietary Formats and Export VRA map In ISOXML Format.
Work Plan
A structured machine task sent through John Deere Operations Center. It packages field, operation, and prescription details for execution.
See Export Rx Maps to John Deere Operations Center as Work Plans.
API
A programmatic interface for reading data, automating workflows, and triggering analytics in GeoPard. It is used by enterprise systems, partners, and advanced teams.
See API Docs.
MCP
GeoPard MCP is the bridge between GeoPard data and AI clients. It lets AI tools access platform context and run supported workflows.
See GeoPard MCP.
Related docs
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