GIS

Raster Data

GIS data represented as a grid of cells (pixels), used for continuous surfaces like elevation, satellite imagery, and geological data.

Detailed Definition

Raster data is a type of GIS data that represents geographic information as a regular grid (matrix) of cells or pixels, where each cell contains a value representing a measurement or classification at that location. It is used for continuous surfaces and imagery.

Raster data characteristics: - Data organized in rows and columns of cells (pixels) - Each cell has a defined size (spatial resolution) - Each cell contains one or more values (bands) - Cell values can represent continuous (elevation, temperature) or categorical (land use, geology) data - Coordinate system defines the geographic position of the grid

Common raster data types

Elevation data: - Digital Elevation Models (DEMs) - Digital Terrain Models (DTMs) - Digital Surface Models (DSMs) - Used for slope, aspect, and viewshed analysis

Satellite imagery: - Multispectral imagery (Landsat, Sentinel) - High-resolution imagery (WorldView, Planet) - Radar imagery (SAR) - Used for land cover, change detection, and mineral mapping

Derived surfaces: - Geochemical interpolation grids - Geophysical survey data (magnetics, gravity) - Grade models and ore body surfaces - Mineral prospectivity maps

  • GeoTIFF: Most common georeferenced raster format
  • JPEG2000: Compressed imagery format
  • Esri Grid: Esri proprietary raster format
  • Cloud Optimized GeoTIFF (COG): Optimized for web access
  • NetCDF/HDF: Scientific data formats

Applications in mining: - Terrain analysis for mine site planning - Satellite-based mineral alteration mapping - Volumetric calculations for stockpiles and excavations - Environmental baseline documentation - Grade modeling and resource estimation