Difference between revisions of "GIS Concepts"

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===3D Raster Data (Voxel)===
===3D Raster Data (Voxel)===

Revision as of 15:41, 4 September 2008

Geodesy and Cartography

Background material

Map projections


EPSG database search
Spatialreference community portal

Projection galleries:

Map datums

(besides the web page have a look at the PDF fact sheet and guide linked therein)

How GRASS deals with geodetics

As far as GRASS is concerned, an ellipsoid and a spheroid are the same thing, and ellipsoid is the prefered name.

As far as GRASS is concerned, a datum is made up of an ellipsoid and an origin. Setting a datum is optional, but highly recommended.

GRASS uses a modified version of the PROJ.4 library.

Modules controling a location's map projection

Modules for reprojecting GIS maps and data

  • r.proj for reprojecting raster maps
  • v.proj for reprojecting vector maps
  • m.proj for reprojecting a list of coordinate pairs

Modules for georectifying images

  • r.region for resetting a raster map's bounds information
  • gis.m GIS manager GeoReferencing tool (File menu)
  • i.points and i.vpoints for setting GCPs
  • i.rectify for georectifying imagery
  • GDALwarp (use with gdal_translate, see the i.warp script in the wiki AddOns page)

GIS Data types

Raster Data

Data which occurs in a regularly spaced grid. e.g. a satellite image or digital terrain map.
Region settings determine the spatial extent and resolution of the grid.

Raster Intro

Replacement_raster_format GRASS_Raster_Mask


3D Raster Data (Voxel)

A stack of 2D raster maps.

Raster 3D Intro

Vector Data

Data which occurs as a series of coordinates. e.g. a GPS position or coastline map. May be a point, line, area, etc in either 2D or 3D space. Generally independent of region settings.

Vector Intro


Imagery Data

Pixelated photographic or satellite images, often imported from a GeoTIFF or PNG image file.

As far as the GIS is concerned this is just another raster map, but there are several modules specially tailored for rectification and processing common imagery types. e.g. ortho-photos or multi-channel LANDSAT data.

Site Data

Old versions of GRASS (5 and earlier) treated point data separate to line and polygon data. GRASS 6 classes all vector data features the same. Convert old sites file data into GRASS 6 vector format with the GRASS 6 v.in.sites or v.in.sites.all modules.

Conversions between data types

The following table is intended to catalog transformations from one type of data to another:
[table is currently incomplete!]

From / To Raster 3D Raster Vector
Raster r.mapcalc r.to.rast3 r.to.vect, v.sample, r.volume
3D Raster r3.to.rast, r3.cross.rast r3.mapcalc
Vector v.to.rast, v.surf.rst, v.surf.idw v.vol.rst, v.vol.idw, v.to.rast3 v.clean
Data r.in.* r3.in.* v.in.*

How a GRASS project is organized

GRASS data is stored in a three level structure, the database, location and mapset. These can be found in a series of nested directories on the user's computer. All three must exist and are set at GRASS startup time.

The Database

The directory in which all GIS data is to be stored.

e.g. ~/grassdata/

The Location

A location is a GRASS project consisting of an area, projection definition (or unprojected), a grouping of mapsets, all with the same projection settings. A location is a subdirectory of the GRASS database.

e.g. world_lat_lon, utm_zone_59, or west_coast

A location contains one or many mapsets.

The Mapset

A mapset contains map(s), it is a subdirectory of a location. Conceptually, if several mapsets are used in a location, they may be assigned to different users (each has one or several own mapsets to work in and cannot modify thos of other users), and/or it they are used to organize a project (location) by subareas or subprojects. There are no specific organizational limitations.

There is always a PERMANENT mapset which is readable from all other mapsets within the same location. Read access to maps in other mapsets is managed with the 'g.mapsets' command or by adding the "@" symbol and mapset name (e.g. map@othermapset).

How the Open Source software development model works

GRASS differs from many other GIS software packages used in the professional world in that it is developed and distributed by users for users; mostly on a volunteer basis, in the open, and is given away for free.

Emphasis is placed on interoperability and unlimited access to data as well as software flexibility and evolution rate (both added features and bug minimization).

Free can have many meanings, as the links below illustrate, and within a project there is often a spectrum of philosophies and goals amongst developers. But it works - Free Software has revolutionized many sectors of the computing world over the last few years and continues to do so today.

Raster GIS Analysis

Simple Raster Math

Sometimes when analyzing the relationship between two or more raster data sets, a relatively simple mathematical approach is best. One example using the r.mapcalc tool would be to look at changes between two raster data sets. By subtracting the values in these two data sets you can assume that resulting cells with a positive value have a possitive change and those with a negative value have negative change. If the cell values have a zero value then there would be no change.

GRASS comes bundled with the r.mapcalc tool as well as the d.m GUI interface for the tool accessable using the r.mapcalculator command. This GUI allows the user to easily assign raster sets to the variables used in the formulas and easily create mathematical strings that will result in a new raster data set containing the results.