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2025-05-06T09:37:12Z

Dating maintenance tags: {{Unreferenced}} {{Cn}} {{Notability}}

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{{Notability|date=May 2025}}
{{unreferenced|date=May 2025}}
{{Short description|none}}
'''Spatial analysis software''' is [[software]] written to enable and facilitate [[spatial analysis]]. Currently, there are several packages, both [[free software]] and [[proprietary software]], which cover most of the spatial data infrastructure stack{{cn|date=May 2025}}.

==Packages==

{| class="wikitable sortable"
!Package
!Free of charge
!Operating Systems
!Developer institution/person
!Field of interest (if any specific)
!Main Features
!Language
!License
|-
|Snappy Mapper
|Yes, for non-commercial use
|Web-based
|Snappy Mapper
|Vector data
|Bridges the knowledge gap between users and GIS entities, allowing data generation and sharing by non-technical users
|
|Proprietary (with free trial available).
|-
|CARTO
|No
|Web-based (Cloud SaaS)
|CARTO
|Spatial data science & location intelligence
|Spatial SQL, spatial data science, location analytics, site selection, data visualization, mapping, geocoding and app development. Access to a catalog of 1,000s of spatial datasets.
|
|Proprietary (with free trial available).
|-
|Fract
|No
|[[Linux]], [[Microsoft Windows|Windows]], [[Unix]], [[iOS (Apple)|iOS]], [[Android (operating system)|Android]], [[Windows Phone]], [[Cloud computing|Cloud]]
|Fract, Inc.
|Geospatial AI Analytics for Business Intelligence
|Ease of use, AI feedback, Territory Mapping
|
|Proprietary
|-
|Mapcite
|Yes for Excel addin
|[[Linux]], [[Microsoft Windows|Windows]], [[Unix]], [[iOS (Apple)|iOS]], [[Android (operating system)|Android]], [[Windows Phone]]
|Mapcite Ltd - London and Sydney
|Geospatial data analytics, location data sets, geocoding
|Ease of aggregation and harmonisation of disparate data sets to expose insights and create new data.
|
|Proprietary
|-
|360FranTerra
20/20iSite

MarketMentor
|No
|
|GbBIS
|Custom web applications used for a range of spatial analysis including franchise territory design and management, location analysis and site selection, market analysis and more.
|
|
|
|-
| LuciadLightspeed
| No
| [[Linux]], [[Microsoft Windows|Windows]], [[Unix]], [[iOS (Apple)|iOS]], [[Android (operating system)|Android]], [[Windows Phone]]
| [[Luciad]]
| LuciadLightspeed is widely recognized as the leading set of high-performance geospatial software components.
| LuciadLightspeed consists of over 100 different software components and connectors to fuse, visualize and analyze geospatial data. This can include static and moving data, maps, satellite imagery, crowd-sourced data, full motion video, weather data and terrain elevation in many different geodetic references and map projections. Geo-fencing, line-of-sight calculations, geo-triggered events, dynamic and complex route calculations and automated anomaly detection are just a mouse click away. Independent benchmark tests by academia and industry leave no doubt: LuciadLightspeed is over 100 times faster and more accurate than traditional GIS software.
| [[Web API]], [[Java-J2EE]], [[.NET Framework|.NET]], [[JavaScript]], [[HTML5]]
| Proprietary.
|-
|Polaris Intelligence
|No
|[[Linux]], [[Microsoft Windows|Windows]], [[Unix]], [[iOS (Apple)|iOS]], [[Android (operating system)|Android]], [[Windows Phone]]
|[[Polaris Intelligence]]
|Geospatial data analytics, business intelligence
|Easy to use. Polaris Intelligence consists of multiple modules including mapping (thematic maps, heat maps, POI maps, trade area maps), customer profiling, gravity models, customer allocation models, feature selection, data mining, and targeting. A key strength is the vast quantities of consumer geo-demographic and behaviour data native to the platform.
|
|
|-
| [[ArcGIS]]
| No
| [[Linux]], [[Microsoft Windows|Windows]], [[Unix]], [[iOS (Apple)|iOS]], [[Android (operating system)|Android]], [[Windows Phone]]
| [[Esri]]
| A GIS system to create, visualize, manage, and analyze spatial data. Supports desktop, web, and mobile applications.
| In addition to spatial data editing and visualization, ArcGIS provides spatial analysis and modeling features including overlay, surface, proximity, suitability, and network analysis, as well as interpolation analysis and other geostatistical modeling techniques.
| [[Python (programming language)|Python]], [[Web API]], [[.NET Framework|.NET]]
| Proprietary. Analytical extensions can be purchased separately.
|-
| ClusterPy (non-GUI, open source)<br>GeoGrouper (GUI, free)
| yes
| [[Linux]], [[MacOS|MAC OS]], [[Microsoft Windows|Windows]]
| RiSE group, Dr. Juan C. Duque and Boris Dev
| Spatial clustering
| Library of algorithms to aggregate areas into regions, where each region is geographically connected, while optimizing a predefined objective function.
| [[Python (programming language)|Python]]
| [[Bsd license|BSD license]]
|-
| [[R (programming language)|R]]-Analysis of Spatial Data
| yes
| [[Linux]], [[MacOS|MAC OS]], [[Microsoft Windows|Windows]]
| [[Roger Bivand]] (maintainer)
| Analysis
| Full integration of spatial data analysis tools with the [[R (programming language)|R]]: classes for spatial data; handling spatial data; reading and writing spatial data; [[point pattern]] analysis; [[geostatistics]]; [[disease]] mapping and areal data analysis; spatial regression and [[ecology|ecological]] analysis.
| R
| [[Gpl 2|GPL-2]]
|-
| [[Google Earth]]
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| [[Google]]
| [[3D visualisation]]
| Easy to use, dynamic graphics, [[history of cartography|historical maps]], users can create dynamic "tours," integrated with the Web.
| -
| [[Freeware]]
|-
| PySAL
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| GeoDa Center
| Analysis
| Modules for: computational geometry, spatial weights, ESDA, inequality,
mobility and spatial econometrics
| [[Python (programming language)|Python]]
| [[Bsd license|BSD license]]
|-
| Minerva
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| [[Arizona State University]]
| Minerva Project Visualization (3D)
| High performance; ability to display large amounts of raster and vector from multiple sources
| [[C++]]
| [[BSD license]]
|-
| GMap Creator
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| CASA
| CASA website for GMap Creator, Web Mapping
| Thematic mapping. Creates image pictures from [[shapefile]]s and creates Google Maps websites with the data linked to the shapefile
| -
| [[Freeware]]

|-
| [[QGIS]]
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| QGIS Development Team
| Visualization
| Easy to use, ability to expand functionality with [[Python (programming language)|Python]] plugins. Geo-processing functions included.
| C++
| [[GNU General Public License|GPL]]
|-
| [[GRASS GIS|GRASS]]
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| GRASS Development Team
| GIS
| Extensive set of GIS tools for both raster and [[vector data]], SQL, visualization, voxel
| C, C++, Python, Tcl
| [[GNU General Public License|GPL]]

|-
| GeoDa [https://geodacenter.github.io/]
| yes
| [[Microsoft Windows|Windows]], [[MAC OS]], [[Linux]]
| Center for Spatial Data Science, University of Chicago
| Analysis
| Interactive exploratory spatial data analysis, dynamic linking and brushing for cross-section data, local cluster stats, basic spatial regression capabilities.
| C++
| [[GNU General Public License|GPL]]
|-
| STARS
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| GeoDa Center
| Analysis
| ESTDA (Exploratory Space-Time Data Analysis). Interactive linking, brushing and travelling for space-time data
| [[Python (programming language)|Python]]
| [[GNU General Public License|GPL]]
|-
| GeoDaSpace [https://geodacenter.github.io/GeoDaSpace/]
| yes
| [[MAC OS]], [[Microsoft Windows|Windows]]
| Center for Spatial Data Science, University of Chicago
| Spatial Econometrics
| Advanced spatial models for cross section (GMM, IV and spatial HAC)
| [[Python (programming language)|Python]]
| Freeware
|-
| SANET
| yes
| [[Microsoft Windows|Windows]]
| [[Atsu Okabe]]
| Point patterns in networks
| Analysis of events that occur on networks or alongside networks. Includes 14 tools for point patterns in networks
| -
| [[Freeware]]
|-
| [[CrimeStat]]
| yes
| [[Microsoft Windows|Windows]]
| [[Ned Levine and Associates]]
| Spatial analysis of points, zones, and lines
| Basic spatial description, hot spot analysis, [[kernel density]] interpolation, space-time interaction, journey-to-crime analysis ([[Geographic profiling]]), crime travel demand modelling, and spatial regression.
| -
| [[Freeware]]
|-
| SaTScan
| yes
| [[Microsoft Windows|Windows]], [[Linux]], [[MAC OS]]
| Martin Kulldorff and Information Management Services Inc.
| Applications by Field of Study
| Spatial, temporal and Space-Time Scan Statistics
| C/C++, Java
| [[Freeware]]
|-
| Croizat
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| Mauro J. Cavalcanti
| Panbiogeography
| Ability to integrate and analyze spatial data on species or other taxa and
to explore geographical patterns in diversity under a panbiogeographic and
graph-theoretic approach
| [[Python (programming language)|Python]]
| [[GNU General Public License|GPL]]
|-
| Hawths Tools
| yes (Requires [[ArcGIS]], which is not free)
| [[Microsoft Windows|Windows]]
| Hawthorne Beyer
| [[Ecology]]
| Analysis, sampling, animal movements, kernel, raster, table, vector editing, specialist and other tools.
|
| Freeware
|-
| Fragstats
| yes
| [[Microsoft Windows|Windows]]
| Dr. Kevin McGarigal - University of Massachusetts
| Landscape metrics for categorical map patterns
| Area, density, edge metrics. Shape metrics (Fractal dimension index) and much more.
| Visual C++
| Freeware
|-
|Patch Analyst
| yes
| [[Microsoft Windows|Windows]]
| Rob Rempel - Centre for Northern Forest Ecosystems Research
| Patch metrics for categorical map patterns
| Mean patch size, Number of patches, Indices of patchiness, edge metrics, and much more.
| Visual C++
| Freeware
|-
| SAGA
| yes
| [[Microsoft Windows|Windows]], [[Linux]]
| Institute of Geography at the University of Hamburg, Germany
| GIS, Analysis
| Grid analysis, Geostatistics, Terrain Analysis, Hydrology simulation, TIN tools.
| C++
| OpenSource
|-
| [[Whitebox Geospatial Analysis Tools|Whitebox GAT]]
| yes
| [[Linux]], [[MAC OS]], [[Microsoft Windows|Windows]]
| John Lindsay - Centre for Hydrogeomatics, University of Guelph, Canada
| GIS and remote sensing package
| GIS analysis, hydrological tools, image processing tools, LiDAR tools, statistical analysis, stream network analysis, terrain analysis
| [[.NET Framework|.NET framework 3.5]]
| [[GNU General Public License|GPL]]
|-
| [[ILWIS|ILWIS Open]]
| yes
| [[Microsoft Windows|Windows]]
| Remote sensing and GIS software which integrates image, vector and thematic data.
|
| Integrated raster and vector design; import and export of widely used data formats; on-screen and tablet digitizing; image processing tools; orthophoto, image geo-referencing, transformation and mosaicing; Advanced modelling and spatial data analysis; 3D visualization; projection and coordinate system library; geo-statistical analyses; production and visualization of stereo image pairs; spatial Multiple Criteria Evaluation; WMS; Surface Energy Balances.
| -
| [[GNU General Public License|GPL]]
|-
| Map Comparison Kit (MCK)
| yes
| [[Microsoft Windows|Windows]]
| Map comparisons for categorical and numerical maps.
|
| A large number of map comparison algorithms for categorical and numerical maps, including Kappa, variations to Kappa, and landscape metrics.
| C++
| Freeware
|-
|-
| [[IDRISI]]
| No
| [[Microsoft Windows|Windows]]
| Clark Labs
| GIS, Image Processing, Spatial Modelling
| A GIS analysis package for basic and advanced spatial analysis, an Image Processing system with extensive hard and soft classifiers including machine learning classifiers, integrated modelling environments including the Earth Trends Modeller for image time series of environmental trends and Land Change Modeller for land change analysis and prediction.
| Delphi
| Proprietary
|-
| Biodiverse
| Yes
| [[Linux]], [[Microsoft Windows|Windows]], [[Unix]], [[macOS]]
| [[Shawn Laffan]]
| Biogeography, Biodiversity, Environmental
| Biodiverse is a tool for the spatial analysis of diversity using indices based on taxonomic, phylogenetic and matrix-based (e.g. genetic distance) relationships, as well as related environmental variations. Biodiverse supports: linked visualisation of data in geographic, taxonomic, phylogenetic and matrix spaces; Spatial moving window analyses; Spatially constrained agglomerative cluster and region grower analyses; and Randomisations for hypothesis testing.
| [[Perl]]
| [[LGPL]]
|-
| [[ERDAS IMAGINE]]
| No
| [[Microsoft Windows|Windows]]
| [[Intergraph]]
| Remote Sensing, Image Processing, Spatial Modelling, GIS
| ERDAS IMAGINE incorporates geospatial image processing and analysis, remote sensing, and GIS capabilities into a single powerful, convenient package. ERDAS IMAGINE enables users to easily create value-added products such as 2D and 3D images, 3D fly-through movies, and cartographic-quality map compositions from geospatial data.
| [[C (programming language)|C]], [[C++]]
| Proprietary

|-
| TerraLens
| No
| [[Linux]], [[Microsoft Windows|Windows]], [[Unix]], [[MacOS]], [[Android (operating system)|Android]], [[Windows Phone]]
| [[Kongsberg Geospatial]]
| TerraLens is a [[real-time computing]] geospatial software platform optimized for mission-critical applications and performance on low-end hardware and chipsets.
| TerraLens is a geospatial platform that includes a comprehensive core API, as well as additional tools like a [[Web Map Tile Service]] (WMTS) tile server, a map styling and packaging tool, and a UI development [[middleware]] toolkit. TerraLens is designed to easily fuse and integrate a wide range of real-time data sources, including SONAR, RADAR, and LIDAR data, full-motion video, and proprietary or open-source data that includes [[geolocation]] elements with terrain elevation and satellite imagery in a wide range of formats and map projections. TerraLens is used extensively for real-time applications including naval and air defence, beyond visual line-of-sight (BVLOS) mission management for unmanned systems, and air traffic management.
| [[C++]], [[Java-J2EE]], [[.NET Framework|.NET]], [[QT (software)]], [[Web GL]]
| Proprietary
|-
|GIS Spatial Analytics & Analysis
|No
|Web-based
|Marketing Systems Group
|Spatial analysis and data visualization for an array of business and government sectors
|Leverage the power of geographic and demographic data using MSG’s full suite of GIS services: reports and maps, geocoding, spatial analytics, geographic frame design and much more. From simple maps and reports to multifaceted data, spatial projects, and custom consulting, MSG’s GIS group has you covered.
| -
|Proprietary
|}

==See also==
* [[Comparison of GIS software]]
* [[GIS]]
* [[Spatial analysis]]
* [[Spatial network analysis software]]

==References==
{{reflist}}

== External links ==
* [https://ideas.repec.org/p/asg/wpaper/2008-11.html ''Show me the code: Spatial Analysis and Open Source''] by Rey, S. J.

{{DEFAULTSORT:List Of Spatial Analysis Software}}
[[Category:Lists of software|Spatial Analysis Software]]
[[Category:Geographic information systems]]

List of spatial analysis software - Revision history

imported>AnomieBOT: Dating maintenance tags: {{Unreferenced}} {{Cn}} {{Notability}}