and Development Options
, Updated 12/12/08
, Updated 12/15/08
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Updated 12/27/08, Updated 12/31/08,
, Updated 01/07
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GIS, or Geographic Information Software, is to maps as DBMS software is to records. A GIS suite will contain a
core facility to represent maps and information about maps and perform queries and updates against it, and as
as a set of tools, frameworks, or applications for using this capability to generate reports, analyses, etc. Unli
DBMS systems which tend to be focused on
the operational (OLTP) side
rather than the analytical (OLAP) side
most GIS systems are focu
on the analytical, though some do have transactional editing of content.
A GIS suite processes
geographic knowledge, which is represented using a series of information sets. GIS
abstracts geographic knowledge into five basic elements:
asets and data models
Maps and globes
Geoprocessing models and scripts
GIS methods and workflows
The three views of a GIS:
The geodatabase view
this refers to the storage and storage management aspects
this refers to
the presentation aspects, which is typically maps of different
projections and overlays
The geoprocessing view
this refers to the derivation of new data from the given information, by using
models, scripts, and other tools
A GIS platform has:
A presentation facility, which is typically a dedicated desktop program
framework for distributed information management, analysis, sharing and us
. This may be
based application and front
A software developer’s t
oolkit for assembling any GIS application
standards based architecture and tools
An interface to real
time sensor networks.
A range of mobile applications
Today, GIS suites offer a combination of Desktop and Se
based functionality. The D
p suites have a
viewing/editing/processing program, with a user interface that is somewhat like a combination of Photoshop and
Excel, and allow the viewing, editing, and geoprocessing of information. Correspondingly, the server
carry out all
of the data management and processing on a shared server, and allow the display and user interface to
ted on a browser. Some of the S
based suites have been heavy users of browser
graphics rendering, such as those based on Fl
ash and other formats, as well as heavy use of Ajax in recent
The leading firm in the GIS suite space is ESRI, based in Redlands, California, which has been in business since
1969. They serve a large number of government, research, and policy
aking organizations. The firm is privately
held, and current
has about 2,000 employees with worldwide offices.
The secondary players are a range of smaller software companies, some of which produce add
ons to ESRI
products, along with two newer players
: Google and Microsoft. Both of them have begun to realize the value of
geographic information in recent years.
Other players are Intergraph/Geomedia. Another possible company to participate in the market would be
AutoDesk, but they seem to have focused
on Construction/Engineering rather than GIS.
There has also been a trend toward development of open
source products and formats.
ese include MapServer,
GRASS, and GeoServer.
Reinforcing the open
source development are open standards bodies, which are
seeking to provide common
formats and definitions for maps, shapes, and documents such that the expanding set of players in the space don’t
create a multitude of incompatible formats.
Another trend has been the development “Enterprise GIS” in which the G
IS database plays as central a role as the
database within ERP system. For instance, Oracle has added spatial management extensions to their database.
Thus, you could be storing sales records and geography information records in one system, for easy anal
Many companies are starting to view GIS content as a corporate
asset that is used across the
enterprise. Not surprisingly, the enterprise GIS systems have facilities for security, backup, transactions and
reporting that are typ
ical of enterprise business systems.
Resources for GIS in General
“GIS Fundamentals, a First Text on Geographic Information Systems, 3rd Edition”, by Paul Bolstad. Eider Press,
2008, 620 pages. Second edition was $70. This recent update of an important
reference book brings the material
up to date with latest releases in open
source, recent trends in GIS, and new applications including homeland
“GIS: A C
erspective: Second Edition”, by Michael Worboys and Matt Duckham. CRC Press, 200
413 pages. Rated 5
stars on Ama
chapters on fundamental database concepts, fundamental
concepts, models of geospatial information, representation and uncertainty, structures and access methods,
architecture, interfaces, specia
l reasoning and uncertainty, and time.
“Fundamentals of Geographic
ystems: Second Edition”, by
Wiley, 2003, 636
pages. Prior edition rated 3.5
stars on Amazon.com.
Has chapters on spatial models, spatial analysis, GIS da
models, input and editing, measurement, classification, statistical surfaces, spatial arrangement, cartographic
modeling, output from analysis, and GIS design.
“Emerging Spatial Information Systems and Applications” by Brian Hilton. IDEA Group Publi
ing, 2007, 388
pages. List price $94.95. Not rated
“GIS for Everyone”,
by David E. Davis
List price $19.95, Amazon price $12.27, used
from $4.00. Rated 4 stars on Amazon.
a good overview, but it i
s focused on ESRI products. Got
good reviews as an introduction, but less favorable ones from those who already knew something about GIS.
Fundamental Spatial Concepts
Reviewing basic geometry, the important concepts are points, polygons, distances, relati
ons, and some of
topological aspects of networks and paths. In some cases we deal with fractal geometry.
Models of Geospatial information
These include field
based models, which organize the 2
D space into a series of layers, each of which are a raster
cells, with an attribute value given at each cell.
based models, by contrast, deal with the 2
D or 3
D properties of each distinct object, such as a hill, a lake,
a road, or a house. These are described by a series of point values. There can al
so be composition of the objects
(collecting several related objects, and treating them as a group), or inheritance of the objects (a set of objects
inheriting characteristics of the base object, with overrides).
Here the boo
ks discuss representation such as grids, trees, and tessellated and non
For instance, o
ne of the representations is a q
tree in the computer science sense.
These representations can be
transformed and broken down.
important difference is vector representation vs grid representation.
This portion deals with how to determine if two regions or objects
intersect, or how far apart they
examples would be combinations of reasoning statements,
such as “River Exe passes through countries A, B, and
D. River W passes through country B. City G is a city in country B. River Exe connects G and H”.
The facilities within a GIS database can support these types spatial logic in the same way that a DB
MS supports a
SQL statement regarding fields and tables. The GIS system can support other logic that is conditional or
Some GIS systems have support for uncertainty, such as probabilistic classification.
Advanced Forms of Spatial Reasoning
me of the most advanced functions that we have seen are in the area of hydrology models. These include
calculation of watershed by finding all points that flow into a given location, where the flows are calculated by
slope values derived from elevation da
There are also functions in ESRI’s spatial analyst for FlowLength and FlowAccumulation, which
can be useful to
determine the impact of pollution on a watershed.
Different GIS architectures differ in their degree of integration between
the geographic and non
elements of information
Geographic Data and Its sources
The government is the provider of most information
Within the ESRI products, there are standard formats for:
vector data files
newest spatial data format
, as these support a spatial query language
geodatabases are based on Microsoft Jet technology (Access)
contain symbols and how data is to be displayed
like GIF, JPG
ndalone tables like spreadsheets
raster format of cells and attributes
this is somewhat external to the system
ArcGIS is the
incarnation of the ESRI products.
Release 9.1 was in 2002, 9.2 was in 2004, and 9.3
2007. Stanford is running 9.2
There are two primary parts
ArcMap and ArcCatalog
, along with the ArcToolbox
. The capabilities are as
Both: dataset viewing
fetching and content
from a database o
The list price for ArcGIS is about $15,000
ArcView is a lower
end system. Users holding an ArcView license will find that the toolbox contains mostly
common analysis tasks,
of data formats, and map projections. This is about 30
starts at $1,500.
It is also possible to incrementally add features from the $1,500 price up to the larger suite.
Another way to look at it is that there are
three license levels:
mapping and simple
his is Arc
View plus geodatabase schema management, transactions, and versioning.
this is Arc
View plus ArcEditor, plus full geoprocessing analysis tools.
includes the model builder.
Recently, ESRI has announced p
artnerships with Microsoft.
offers ArcGlobe, which
is a v
ewer like G
oogleEarth viewer, and ArcView, which is a view
frontend to ArcGIS.
on ESRI Products
“Getting to Know ArcGIS D
Tim Ormbsy et al.
, 572 pages. List price
azon price $43.52, used from $18.5
Rated 4 stars on Amazon. This is
This book provides a
tour of the ArcGIS integrated development environments for ArcMap and ArcCatalog, and it does a good job of
It's definitely intended for absolute newcomers to ArcGIS software
it walks you through step
to explore man
y of the software's features.
step exercises are carefully written and extremely
almost too detaile
ion coming out in December 2008 for version
not yet released.
That will be $79.95.
“GIS Tutorial Updated for
: workbook for ArcView 9
and Kristen Kurland. ESRI
Press, July 2007. 354 pages. Rated 4.5 s
tars on Amazon.com. Provides an organized tutorial for ArcGIS, with a
large set of exercises. It provides basically the same information as the “Getting to Know” series, so
which one to prefer. Comments on Amazon indicated that the book gav
e you everything needed for real projects.
meland Security” by
l Radke and Eddie
Hanebuth. ESRI Press, August 2008,
423 pages. List price $79.95, Amazon price $55.97, used from $39.95.
No reviews on Amazon yet.
the bookstore, and it provided about half as much detail on using GIS as the above books, but a lot of less
material about planning homeland security strategy and defenses. However, it did show the role that GIS plays in
These notes are based on the book “Getting to Know ArcDesktop”.
Over in Bra
started by running
is the primary application in ArcGIS for creating and
interacting with maps.
Map Display Oper
Basically similar to
, with various
of layers, including shapes, metadata, etc.
On the map,
you to annot
e and draw shapes
, which are polygons, and define attributes for them.
To create a new feature in ArcMap, yo
u create an edit sketch. A
is composed of vertices (the points at
which the sketch changes direction such as corners) and segments (the lines that connect the vertices). You create
a sketch using the sketch construction to
ols located on the tool p
alette as shown below.
When finished drawing a sketch, right click and select “Finish Sketch”.
When finished editing, use the pull
down in the upper left and select “Stop Editing”. You will be asked to about
Tabular data sets can be d
efined and edited in a spreadsheet
There is a similar sequence of carrying
out a “Start Editing”, and “Stop Editing” sequence of commands.
Using the ArcCatalog
The ArcCatalog supports storage and sharing of map information and geoprocessing
Allow you to run and manage
the results of running a set of tools.
Allow you to combine tools into
, which are described by a set of visual building blocks like in a dataflow
You can also
define new tools usin
The server suite includes three server products: ArcSDE, ArcIMS, and ArcGIS Server.
However, there is no
instance of this running at Stanford that
could try out.
ArcSDE (Spatial Database Engine) is the GIS gateway
to relational databases.
ArcIMS (Internet Map Server) is for web publishing of GIS maps, data, and metadata in a web portal.
ArcGIS Server is an application server
like JBoss. It has an API
, and it consists of a GIS server and a Web
ment Framework (ADF) for .NET and Java.
The presentation can be in ArcReader, or in a web browser.
There is a free download of ArcReader from the ESRI web site.
The primary resource for this software is the “ArcGIS Server Adm
inistrator and Developer Gui
de”, which is a
rather specialized book, but it gives the admin information, and it also provides an overview of the different API’s
that developers can program to.
One of the API’s is Java
Open Source GIS
Open Source GIS has developed rapidly in t
he last 8
10 years, and now has standards bodies, software with an
active and stable development community, and
software versions updated every 6
12 months. Some of the
platforms are based on open source platforms such as J2EE.
The leading progra
ms are G
Common data sources include Geode.
Open Source Geospatial Foundation
), is a non
profit NGO whose mission is to support and
promote the collaborative development of open
The foundation was formed in
February 2006 to provide financial, organizational and legal support to the broader
It will also serve as an independent legal entity to which community members can
contribute code, funding and other resources, secure in the knowledge that their contributions will be maintained
for public benefit.
OSGeo draws governance inspiration from several aspects of the
, including a membership
composed of indi
viduals drawn from foundation projects who are selected for membership status based on their
active contribution to foundation projects and governance.
The projects within OSGeo are:
MapGuide Open Source
The Open Geospatial Consortium, Inc.® (OGC) (
) is a non
voluntary consensus standards organization that is leading the development of standards for geospatial and
location based services.
anuary 7, 2009
n Valencia, Spain, at the December Technical Committee meetings of the Open Geospatial
Consortium, Inc. (OGC), the OGC and the Open Source Geospatial Foundation (OSGeo) signed a Memorandum
of Understanding to coordinate in advancing open geospatial standar
ds (OGC's mission) and open source
geospatial software and data (OSGeo's mission).
The OGC is similar to RosettaNet in e
commerce: they have a set of standard
, and a set of
compliance tests, and they exist as a neutral third
party for GIS
Another place to review is
Resources for Open Source Products
“Desktop GIS: Mapping the Planet with Open Source Tools” by Gary Sherman. Pragmatic
. List price $34.95, Amazon price $23.07,
used from $20.02.
Rated 5 stars on Amazon from 2 reviews.
Open source GIS software, while widely available, is not well known or used outside of a relatively small circle of
power users. Getting up to speed on open source GIS applications used to require
a tremendous time investment
reading documentation, and asking questions on mailing lists or IRC. This time investment was a series limiting
factor for many potential users
of open source GIS software.
"Desktop GIS" fills this long
standing gap in the
rm of example
based and task
“Open Source GIS:
A GRASS GIS Approach
, Third Edition
by Markus Neteler and Helena Mitasova. Springer
2007, 406 pages. List price $99.99, Amazon price $79.00, used from $74.00
Based on GRASS 6.x. Good introduction, and is a major rewrite of editions published for
earlier versions of GRASS.
This is probably the best third
party reference manual, and augments the online
material provided with GRASS.
: Open Source GIS Development
, by Bill Krop
price $44.99, Amazon price $3
0.24, used from $25.72. Rated 4
stars on Amazon.com
, from 4 reviews
. One of the
party books on MapServer, an
d written in a clear way. Focused on deployments using Unix/Lunix, and
uses PostGresQL instead of MySQL. Contains installation information and usage information.
out of date, since it is from 2005.
The KML Handbook
by Josie Wernecke
Wesley Professional, November 2008. List price $39.95,
Amazon price $31.44, used from $21.88.
Rated 4.5 stars on Amazon, from 3 reviews. This is a step by step guide
to writing and using KML programming language to produce enhanced graphics a
s overlays onto web based
mapping programs such as Google Earth.
But since KML is an open standard it can be used with almost any
geographic program that supports it (such as Microsoft Virtual Earth, ArcGIS, EarthBrowser, etc.).
Resources Analysis Support System) is a
(GIS) capable of handling
has been under continuous development since 1982 and has involved a large number of federal US
agencies, universities, and private companies.
The core components of GRASS a
nd the management of
integration of efforts into GRASS releases was originally directed by the U.S. Army
Research Laboratory (USA
CERL), a branch of the
U.S. Army Corps of Engineers
CERL completed its last release of GRASS as version 4.1 in 1992, and provid
ed five updates and patches to this
release through 1995. USA
CERL also wrote the core components of the GRASS 5.0 floating point version.
The development of GRASS was begun by the USA
CERL to meet the need of the United States military for
A key motivation was the
The development platform was
hardware. During 1982 through 1995, USA
CERL led the development of GRASS, with the involvement of numerous others, including universities and other
federal agencies. USA
CERL officially ceased its in
volvement in GRASS after release 4.1 (1995), though
development had been limited to minor patches since 1993.
A group formed at
to take over the
re, releasing GRASS 4.2. Around this period, a port of the software to
was made. In 1998,
, the current project leader, announced the release of GRASS 4.2.1, which offered major improvements
including a new
graphical user interface
In October 1999, the license of the originally public
software was changed to the GNU GPL in version 5.0.
bsequently, GRASS has evolved into a powerful software suite with a wide range of applications in many
different areas of
GRASS is currently use
d in academic and commercial settings around the
world, as well as many governmental agencies including
, and many
GRASS development is split into a s
table branch (6.2) and a development branch (6.3). The stable branch is
recommended for most users, while the 6.3 branch operates as a testbed for new features.
within 6.3 is
Specifications and Requirement
GRASS is organized as a server program and a client program. The client program can be accessed using X
GRASS is written in C and is designed to run on a Unix system, though the most recent releases also include
support for Windows.
A LOCATION is some geographic extent of interest that contains data sets that [should] all be in the same
coordinate system. Every location has a PERMANENT directory which stores some basic information about the
whole location, and is a good place to park
base files. You can think of a location as a data library for a region of
In a MAPSET you can organize GIS maps thematically or geographically or by project or whatever. Every
GRASS session runs under the name of a MAPSET. A MAPSET may be a ge
ographical subset or as large as the
parent LOCATION. Technically they are subdirectories under any location. In a networked environment with
several users working within the same location, mapsets play a special role. Users may only select (and thus
y) a mapset that they own (i.e., have created). However, data in all mapsets for a given location can be read
by anyone (unless prevented by UNIX file permissions). The "PERMANENT" mapset usually contains the read
only base maps like the elevation model, w
hile the other locations are readable and writable by their owners. The
"PERMANENT" mapset also contains some information about the location itself that is not found in other mapsets
(projection info etc.), thus it must exist in every location.
OCATIONs on a central server, a team can work inside this project database (usually NFS is used).
Moving from ArcGIS to GRASS would involve revising a number of parts of the models. While the organization
be kept, the largest changes would be in the calls
to the SpatialAnalyst routines, because
the GRASS versions are organized differently.
The result would be a system that is still Desktop
oriented, rather than taking on as many aspects of web
A benefit for moving
from ArcGIS to
is that it
leverages the GRASS development community.
A secondary benefit is that is the C language is one of the most
known in the development community, although it
takes longer to develop
in C than in Jav
a or in
because it is typically lower
is an Open Source platform for publishing spatial data and interactive mapping applications to the web
It is fast, flexibl
e, reliable and can be integra
ted into just about any GIS en
Originally developed at the
University of Minnesota, MapServer is now
maintained by developers around the world.
MapServer runs on all major operating systems and will work with almost any web server.
MapScript, a powerful
scripting environment that supports many popular languages including PHP, Python, Perl,
C# and Java.
Using MapScript makes it fast and easy to build complex geospatial web applications.
The web site is at
and the current version is
5.2.1, released 12/08/2008.
Specifications and Requirements
The diagram below shows the a
natomy of a MapServer application
MapServer runs on Linux, Windows, Mac OS X, Solaris, and more. To compile or install some of the required
programs, you may need ad
ministrative rights to the machine. People commonly ask questions about minimum
hardware specifications for MapServer applications, but the answers are really specific to the individual
application. For development and learning purposes, a very minimal mac
hine will work fine. For deployment, you
will want to investigate
of everything from your data to server configuration.
You need a working and properly configured HTTP (Web) server, such as
Information Server, on the machine on which you are installing MapServer. OSGeo4W contains Apache already,
but you can reconfigure things to use IIS if you need to. Alternatively,
can be used to install MapServer on
Clearly, the key to geoprocessing is the box called MapScript Application. However, the capabilities of MapScript
are limited to controlling how the map is displayed, rather than carrying out advanced calc
ulations such as Spatial
MapServer is a great presentation tool
, is part of the open
source community and sponsored by an OSG project. I
is web server based, however, it has a limited model for geoprocessing and extens
, as it is more focused on
This makes it less powerful than the needs of the current project.
GeoServer is a J2EE based server framework, using several parts of the J2EE world, such as Spring, combined
with Java application se
rver technology, and geographic processing using the GeoTools open
open source software server written in Java that allows users to share and edit geospatial data.
Designed for interoperability, it publishes data from any m
ajor spatial data source using open standards.
Being a community
driven project, GeoServer is developed, tested, and supported by a diverse group of
individuals and organizations from around the world.
GeoServer is the reference implementation of the Ope
n Geospatial Consortium (OGC) Web Feature Service
(WFS) and Web Coverage Service (WCS) standards, as well as a high performance certified compliant Web Map
GeoServer forms a core component of the Geospatial Web.
The web site is at
. The current version is 1.7.1 released 12/09/08
Specifications and Requirements
GeoServer is a J2EE application that can process WFS and WMS files
and draw maps
. It enables you to write
applications using Java, and the
erver comes with J
etty as a servlet runner/container
, but it can also run with Tomcat
After completing the installation, the initial screen looks like:
Moving from ArcGIS to GeoSer
ver would involve obtaining or writing a Java version of the specialized Spatial
Analyst calls, such as the hydrology models.
The leading candidate for this is a package called JGrass, which in
turn contains some C code for hydrology.
While the organizat
of the P
ython code might be kept, the code would need to be changed to Java.
The primary benefit of GeoServer would be the support that is provided for web
based delivery, as a software as a
service model. It provides a major step toward open
based applications and analytics.
A secondary benefit of GeoServer is that it is
as a more open and component
based system than nearly
any other. It uses standard Java web application server technology, and Spring is known to be a very us
system for components.
A third benefit is that the Java language for implantation is probably the best
source language in the
is an open software development environment designed for geo
free environment that allows users to quickly build applications for geocomputation and geographic
This is open source
State. The current version is 1.2, released on 12/07
Studio Includes Interactive Query Devices for Exploratory GeoVisualization, 3D Render for complex and
sophisticated 3D graphics, 2D mapping and statistical tools.
Studio provides a
for rapid development.
: uses JavaBeans as programming components. Any JavaBeans
(developed by 3rd parties) can be plugged in!
turns a developed application into a JavaBean component. Developed
components (applications) are
le), and developed components can be shared by other
Studio users and/or java programmers.
GeoVISTA studio is used in geography classes, environmental engineering classes, and software engineering
GeoVISTA Studio is an ex
ample of what can be done by writing a wrapper around the GeoTools library.
is an open source (LGPL) Java code library which provides standards compliant methods for the
manipulation of geospatial data, for example to implement
Geographic Information Systems (GIS)
Open Geospatial Consortium
they are developed, in
close collaboration with the
project. The capabilities of GeoTools are presented in the
is used by a number of projects including Web Feature Servers, Web Map Servers, and desktop
The current version is 2.5.2, released 12/8/08.
**Specifications and Interfaces
Open Geospatial Consortium
as they are developed.
Geotools is associated with the
project that is creating interfac
es for Java GIS projects. Many of these
interfaces are implemented in geotools with more implementations planned.
Data is the life blood of any GIS project, so geotools tries to support as many data formats as possible.
The DataStore inter
face is used to access vector data.
Grid coverage (raster) data formats are accessed with the GridCoverageExchange interface.
Data formats supported are:
an ESRI shapefile (R/W)
Geography Markup Language (R)
Features from an OGC Web Feature Server (RW)
geometric objects for
Oracle's extension for spatial data (R)
ESRI's middleware for spatial databases (R)
support for the new
an Intergraph format (R)
Topologically Integrated Geographic Encoding and Referencing developed at the US Census
Vector Product Format, a data interchange format (R) (
work in progress
MIF (Mapinfo Interchange Format) (RW) (
work in progress
The following data form
ats are supported:
ArcInfo ASCII Grid format
GRASS ASCII Grid format
(optionally compressed) (R/W)
georeferenced with a
a georeferenced tiff image (R) (
work in progress
OGC Web Mapping Server client (R) (
work in progress
**Features and Geometries
Features are used to represent basic geographic elements in a vector system. These are composed of both
Java Topology Suite
(JTS) is used as the current geometry model. This library is an implementation of the Simple
Features Specification for SQL,
. It also provides in memory spatial
indexing support and
topologic operations, though they are not used much at present in the codebase.
A grid coverage provides support f
or the raster data format, that is, a georeferenced grid of numbers that can be
used to represent data ranging from satellite images, to digital elevation models, noise distribution and so on. See
also the OpenGIS specification about grid coverages,
Grid coverages are based on the
library which provides support for data management, presentation, imag
format access, tiling support, a framework for raster data processing with lots of predefined operators.
** Coordinate Transformation
coordtrans (CTS) module implements a subset of the OGC's Coordinate Transformation Services
. It provides an implementation for general positioning,
coordinate reference systems, and coordinate transformations.
Types of transformations provided inclu
de datum shifts, map projections (Mercator, Transverse Mercator, Lambert
Conformal Conic, Albers Equal Area Conic, Stereographic, Orthographic) and others.
Geotools has two renderer implementations:
a 'stateless' renderer, part
icularly useful in server
side environments. Main features: code
simplicity and low memory footprint, but it's faster than J2D only for the first map rendering.
a 'stateful' renderer with optimizations for update rate, good for interactive client
de displays. It's
way more complex but supports on the fly coordinate reprojection, fast update by intelligent data
decimation and memory caching.
Allows for symbolizing (colour, line thickness, opacity, etc.) of datasets. This is closely model
ed on, and fully
supporting, the OpenGIS Styled Layer Descriptor specification,
can be stored as XML documents.
Filters provide a way
to specify a subset of features to operate on. This supports both attribute and spatial
constraints and a method of storing these as XML documents.
This is an implementation of the Filter Encoding specification,
GeoTools is a very useful library of functions. In the same way that J2EE projects build on libraries for database
access and web
based presentation, GeoTools is a library for ge
ographic data fetch, conversion, and presentation.
Developers should be considering this package and tracking its evolution.
Quantum GIS (QGIS) is a user friendly Open Source Geographic Information System (
) that runs on Linux,
Unix, Mac OS
X, and Windows. QGIS supports vector, raster, and database formats. QGIS is licensed under the
GNU General Public License. QGIS lets you
and create map data on your computer. It supports many
common spatial data formats (e.g. ESRI ShapeFile, geo
QGIS supports plugins to do things like
from your GPS. QGIS is Open Source software and is free of cost
It can also be used as a front
end to GRASS.
The web site is at
nd the current
Version 1.0.0 is about to be released.
This is primarily a presentation front
end, and has very little in the way of support for geoprocessing. That is left
up to some other module in a system.
Since geoprocessing is critical for the proposed effort, Quantum GIS is not
supplying enough to be the whole solution.
This isn’t specifically GIS software, but InVEST team members mentioned it, as it is a very open system, hence
from a number of disciplines to contribute.
project written in
that provides a portable, extensible
Current stable release is Kepler 1.1, for Lua 5.1.
Kepler works on
and most variants of
Kepler is an open source platform that brings the power of
to web development.
There are a number of great
Web development platforms out
there but none balances portability, size, power and extensibility quite like Kepler
Being extremely portable and light means that it can be installed in very constrained devices as much as
in providers that limit the amount of RAM and processing ti
me for your scripts.
If you ever heard of the customization features of games such as
World of Warcraft
, think about all that
power applied to web scripting.
Being extensible means both that we can extend the
platform by adding new modules and that the users
of the applications that you build can extend those applications using Lua.
Kepler was created by Fábrica Digital and PUC
Rio and is continuously being improved by a core team of
) and lots of contributors (see
The first requirement implies not only portability but also integration with various Web servers using differe
APIs (CGI, FastCGI etc), so Kepler offers a single connection point with the Web server called a launcher.
A launcher is a C module that interacts with the underlying Web server using some API and exports a common
. SAPI is a set of Lua functions that allow Lua modules to communicate with the Web
servers without having to know any of their specificities.
A typical example of such a Lua module would be
CGILua uses a traditional page based model and
generates content using SAPI as the low level API.
The software is available for download at
The current version 1.1, released in June 2008.
Lua is a programming language that offers a very impressive set of features while keeping everything fast, small
The Kepler Platform uses t
hese features to offer a faster, smaller and more portable way to develop
Lua has a very efficient implementation.
Independent benchmarks such as the Gentoo: Intel® Pentium® 4
Computer Language Shootout
place Lua as faster when compared to Python, Perl, PHP and Ruby.
If you want to find out more about Lua you can go to the official
For a general overview
of the language characteristics you can check the
The Lua community is constantly contributing new modules, many of which can be found on
Kepler is an interesting choice because of its open structure
, and workflows
. However, there is no specific support
for Geographic standards and for geoprocessing.
Further, while Lua is a
rce language, the number of developers/researchers familiar
with it is
far less than Java, P
GIS Data Standards
This section of our development notes will be extended to track the current and emerging standards in GIS data.
Spatial Metadata Standards”, by Harold Moellering, editor. ICA/ACI Press, 2005.
List price $205. Not
A variety of standards exist, for representation data at the raster and object level. Some of the object