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Geographic information system software

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starting in 1965. While not a true full-range GIS program, it included some basic mapping and analysis functions, and was freely available to other users. Through the 1970s, the Harvard Lab continued to develop and publish other packages focused on automating specific operations, such as SYMVU (3-D
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quickly became one of its most popular applications; this led to the development of Server-based GIS software that could perform the same functions as a traditional GIS, but at a location remote from a client who only needed a web browser installed. All of these have combined to enable emerging
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Several trends emerged in the late 1990s that have significantly changed the GIS software ecosystem leading to the present, by moving in directions beyond the traditional full-featured desktop GIS application. The emergence of
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The development of open source GIS software has—in terms of software history—a long tradition with the appearance of a first system in 1978. Numerous systems are available which cover all sectors of geospatial data handling.
45:, that is, data representing phenomena for which location is important. The GIS software industry encompasses a broad range of commercial and open-source products that provide some or all of these capabilities within various 61:
started in 1963, were bespoke programs developed specifically for a single installation (usually a government agency), based on custom-designed data models. During the 1950s and 1960s, academic researchers during the
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implementing a framework for fitting and applying geostatistics (i.e. mainly kriging models) to geo-spatial points, and spatial regressions (i.e. mainly spatial autoregressive models) to geo-spatial polygons.
1310:(2008 and later) – GIS products such as MapInfo and Cadcorp SIS can read and edit this data while Esri and others are expected to be able to read and edit this data at some point in the future. 94: 1316:– Product allows users to perform geographic operations and store spatial data types in an Oracle environment. Most commercial GIS packages can read and edit spatial data stored in this way. 211:
management systems (also both open-source and commercial) created new opportunities for data storage for traditional GIS, but also enabled spatial capabilities to be integrated into enterprise
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by MicroImages – a system integrating desktop GIS, advanced image processing, 2D-3D-stereo visualization, desktop cartography, geospatial database management, and webmap publishing.
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During the late 1970s and early 1980s, GIS was emerging in many large government agencies that were responsible for managing land and facilities. Particularly, federal agencies of the
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data management), and others. During the late 1970s, several of these modules were brought together into Odyssey, one of the first commercial complete GIS programs, released in 1980.
969:– Software for fusing and visualizing elevation, imagery, vectors, and LiDAR. The fused environment can be exported into 3D formats for gaming, simulation, and urban planning. 203:, both commercial and open-source, which encapsulated specific GIS functions, allowing programmers to build spatial capabilities into their own programs. Second, the development of 1383: 413: 1112:
based services as well as or instead of downloadable software and/or data. These can be free, funded by advertising or paid for on subscription; they split into three areas:
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that include many of the management and analysis functions of GIS. This enables database managers and programmers to perform GIS functions without traditional GIS software.
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management system) that creates a geometry datatype, enabling spatial data to be stored in a column in a table, but also provides new functions to query languages such as
1680: 1340:– Teradata geospatial allows storage and spatial analysis on location-based data which is stored using native geospatial data-types within the Teradata database. 2263: 1481: 1578: 126: 320:. A desktop GIS program provides a full suite of capabilities, although some programs are modularized with extensions that can be purchased separately. 606:– Runs on Linux or Windows, supports Apache and IIS web servers, and has APIs (PHP, .NET, Java, and JavaScript) for application development. 298:
includes a variety of products that may include more or less of these capabilities, collect them in a single program, or distribute them over the
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The software component of a traditional geographic information system is expected to provide a wide range of functions for handling spatial data:
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certification allows third party GIS software providers to store and process spatial data. GIS products such as ArcGIS from Esri work with HANA.
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Perhaps the first general-purpose software that provided a range of GIS functionality was the Synagraphic Mapping Package (SYMAP), developed by
58: 342:, only including the output phase, but current server GIS provides the full suite of functions. This server software is at the core of modern 1641: 1518: 154: 823:
Note: Almost all of the companies below offer Desktop GIS and WebMap Server products. Some such as Manifold Systems and Esri offer Spatial
338:. Thus, the client typically accesses server capabilities using a normal web browser. Early server software was focused specifically on 572: 540:– A collection of command-line tools for manipulating geographic and Cartesian data sets and producing PostScript illustrations. 130: 1608: 1543: 1466: 1393: 381: 200: 804:
implementing two frameworks for instantiating and applying Geographically Weighted (GW) models, so to analyse any geo-spatial data.
517:(previously known as Quantum GIS) – Powerful cartographic and geospatial data processing tools with extensive plug-in support 360:
that provides a focused set of documented functions, which software developers can incorporate into their own programs. In modern
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Greenlee, David D.; Guptill, Stephen C. (1998). "GIS Development in the Department of Interior". In Foresman, Timothy W. (ed.).
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Maliene V, Grigonis V, PaleviÄŤius V, Griffiths S (2011). "Geographic information system: Old principles with new capabilities".
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Clarke, K. C., 1986. Advances in geographic information systems, computers, environment and urban systems, Vol. 10, pp. 175–184.
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GWmodelS – free application software implementing Geographically Weighted (GW) models to analyse geo-spatial data.
523:(System for Automated Geoscientific Analysis) – Tools for environmental modeling, terrain analysis, and 3D mapping 481: 377: 770: 732: 361: 192: 2337: 1367: 1350: 1331: 870: 824: 736: 393: 274: 208: 184: 138: 1166: 1066:– GIS software for business planning and analyses; company also provides compatible maps and market data. 801: 787: 695: 629: 409: 260: 71: 562:– Handles vector and raster data stored in a relational or geo-relational database, i.e. a frontend for 1005: 972: 623: 63: 412:
forms. Many of these are listed below; for a direct comparison of the characteristics of some of them, see
1041: 501:/ OpenJUMP ((Open) Java Unified Mapping Platform) – The desktop GISs OpenJUMP, SkyJUMP, deeJUMP and 75: 46: 2332: 2075: 1729:
Lu B, Hu Y, Yang D, Liu Y, Liao L, Yin Z, Xia T, Dong Z, Harris P, Brunsdon C, Comber L, Dong G (2023).
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The current software industry consists of many competing products of each of these types, in both
334:), handling many or all of the above functions, taking in requests and delivering results via the 1859: 1816: 1439: 1172: 708:
library for accessing geographic data layers of all kinds, originally developed and sponsored by
553: 327: 295: 187:, which raised awareness of the usefulness of geographic data to businesses and other new users. 1805:"GWmodel: an R package for exploring spatial heterogeneity using geographically weighted models" 913:, GeoMedia Professional, GeoMedia WebMap, and add-on products for industry sectors, as well as 1637: 1614: 1604: 1539: 1514: 1462: 1137:; Provides algorithms and a large catalog of public data for global scale spatial computation. 874: 547: 473:
The following open-source desktop GIS projects are reviewed in Steiniger and Bocher (2008/9):
317: 180: 1681:"An Overview on Current Free and Open Source Desktop GIS Developments - Steiniger and Bocher" 1175:– Storing and tracking changes to geo-data with an open source, cloud based SaaS model 793: 783: 309:
The traditional form of GIS software, first developed for mainframes and minicomputers, then
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IGDS in 1985, and the Mapping Display and Analysis System (MIDAS), the first GIS product for
1869: 1826: 1783: 1750: 1431: 1370: 1084: 1063: 982: 677:– Builtin features available for Spatial data management, allowing geospatial queries. 655:– Builtin features available for Spatial data management, allowing geospatial queries. 457: 387: 264: 204: 179:. These would proliferate in the 1990s with the advent of more powerful personal computers, 111: 103: 90: 67: 35: 1050:– Framework written in C#/.NET for building WPF, Silverlight, and HTML5 applications. 78:, but these were also custom programs that were rarely available to other potential users. 2287: 2138: 1323: 1053: 1011: 860: 850: 343: 273:, including a range of processing tools from basic queries to advanced algorithms such as 229: 216: 2117: 157:
starting in 1982. These formed the foundation of the open source GIS software community.
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Proceedings of the International Symposium on Cartography and Computing (Auto-Carto VII)
556:– Uses Java and GML3. Focuses mainly on numerical simulations in water management. 1313: 1196: 914: 335: 278: 220: 107: 2180: 1322:– Allows users to store common spatial data types, load spatial data files with 1083:(formerly IDRISI) – GIS and Image Processing product developed by Clark Labs at 480:– Geospatial data management, vector and raster manipulation - developed by the 2326: 1443: 1263: 1001: 994:– software for 3D visual analysis and reporting of location data over time; an 900: 866: 748: 613: 508: 122: 118: 1077:– a GIS software provider that offers Desktop, Component, Web, and Mobile GIS. 632:- Web map tile service for marine charts and lake maps. Runs on Windows & MacOS. 81: 1388: 1134: 1109: 956: 854: 1131:– Online mapping platform that offers an open source, cloud based SaaS model 1788: 1771: 1755: 1730: 1657: 1353:
certified open source distribution of PostgreSQL with PostGIS from Crunchy Data.
1253: 1201: 985: 502: 339: 331: 313: 224: 2264:"SAP HANA® Accelerates Spatial Processing and Analytics for Real-Time Insights" 1119:– Software as a Service: Software available as a service on the Internet 2076:"Geocoding Service | Google Maps JavaScript API | Google Developers" 1618: 1248: 1213: 1204: 1069: 1059: 930: 906: 863:– Utilized for image analysis, exploitation, and hyperspectral analysis. 701: 691: 658: 646: 543: 369: 237: 168: 2012: 1536:
The History of Geographic Information Systems: Perspectives from the Pioneers
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The 1980s also saw the beginnings of most commercial GIS software, including
1943:"CartoDB is the easiest way to map and analyze your location data — CartoDB" 1269: 1258: 1228: 1219: 1210: 1184: 1047: 952: 715: 709: 619: 593: 559: 546:– A mapping system created by the Georgia Tech Research Institute for 477: 240:
to broaden the availability of spatial data, processing, and visualization.
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and well-known binary (WKB) formats and perform spatial processing using
1319: 1295: 1152: 1074: 945:– Products include Cadcorp SIS, GeognoSIS, mSIS and developer kits. 910: 844: 836: 728: 674: 668: 652: 597: 563: 520: 498: 392:
An extension to an existing database software program (most commonly, an
299: 1848:"gwverse: a template for a new generic geographically weighted R ackage" 1435: 449: 1874: 1847: 1304:– Allows spatial querying and storing of most spatial data types. 1298:– Allows spatial querying and storing of most spatial data types. 1292:– Allows spatial querying and storing of most spatial data types. 1289: 1128: 1090: 1080: 991: 978: 966: 962: 942: 840: 642: 511:– Free desktop application with plugins and a programmer library 2050: 1846:
Comber A, Callaghan M, Harris P, Lu B, Malleson N, Brunsdon C (2022).
763:– A catalog application to manage spatially referenced resources 441: 1242: 1190: 1146: 1122: 1096: 995: 896: 892: 888: 884: 662: 609: 172: 164: 129:, and was thus released to the public. Notable examples included the 1155:– Provider of customizable maps for applications and websites. 682:
Software development frameworks and libraries (for web applications)
465: 1864: 1366:– SensorUp provides the Cloud hosting and SDKs, based on the 2242: 2159: 1821: 1301: 1162: 1099:– a web based GIS/FM software, developed by Arkance Systems. 766: 492: 486: 464: 456: 448: 440: 432: 302:. These products can be grouped into the following broad classes: 80: 2221: 1634:
GIS Fundamentals: A First Text on Geographic Information Systems
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Charting the Unknown: How Computer Mapping at Harvard Became GIS
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Tomlinson, Roger F.; Calkins, Hugh W.; Marble, Duane F. (1976).
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Apart from desktop GIS, many other types of GIS software exist.
526: 514: 310: 161: 142: 1921: 1327: 397: 149:(USGS), one of the first programming libraries available; and 1705: 797: 95:
Harvard Laboratory for Computer Graphics and Spatial Analysis
1987: 489:– Mapping and geoprocessing with a 3D rendering plugin 121:
government developed software that was by definition in the
1772:"spmodel: Spatial statistical modeling and prediction in R" 2026: 1963: 1803:
Gollini I, Lu B, Charlton M, Brunsdon C, Harris P (2015).
1579:"ARC/INFO: A geo-relational model for spatial information" 1143:; Microsoft's system for global scale spatial computation. 857:
software package include Bentley Map and Bentley Map View.
575:– Cross-platform, free and open-source GIS software. 2201: 1731:"GWmodelS: a software for geographically weighted models" 755:
Cataloging application for spatially referenced resources
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The earliest geographic information systems, such as the
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The thematic map types that could be generated by SYMAP.
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of geography began writing computer programs to perform
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GIS for Environmental Applications A practical approach
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Software development frameworks and libraries (non-web)
1942: 1169:) and GIS analysis service with exporting capabilities 1014:– GIS and scientific software. Products include 975:– Remote sensing software with GIS capabilities. 533:
Besides these, there are other open source GIS tools:
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Comparison of geographic information systems software
671:– Provides advanced functions for GIS analysis. 414:
Comparison of geographic information systems software
1675: 1673: 1239:– Data as a Service: data or content services 1149:– Provider of custom online maps for websites 1044:– Products include InterMAPhics and InterView. 1004:– GIS software package currently developed by 1346:– Version managed data store from Smallworld. 1125:
Online – Esri's cloud based version of ArcGIS
612:– C++/Python library for rendering - used by 1916: 1914: 1912: 778:Spatial analysis frameworks and libraries/packages 255:, including the creation, editing, and storage of 1459:The Routledge Handbook of Mapping and Cartography 1026:for well or borehole logging and cross sections, 981:– GIS and data processing software used in 600:. Allows users to share and edit geospatial data. 1457:Kent, Alexander James; Vujakovic, Peter (2020). 843:software package include Map 3D, Topobase, and 661:– Spatial extensions for the open source 645:– Spatial extensions for the open source 2051:"Harness the Power of FME Server in the Cloud" 1658:"Open Source GIS History - OSGeo Wiki Editors" 1034:for digitizing and coordinate conversion, and 1008:; originally based on USGS dlgv32 source code. 259:, as well as transformations such as changing 30:is a computer program to support the use of a 2288:"Crunchy Certified PostGIS OGC Certification" 937:Companies with minor but notable market share 529:– API and source code (Java) available. 8: 1482:"GIS Software - A description in 1000 words" 1022:for thematic mapping and spatial analysis, 731:– Open source GIS toolkit written in 550:. A free, open source version is available. 228:trends in GIS software, such as the use of 2097:"Here Maps JavaScript API Here Developers" 2181:"Google Maps overview - Google Maps Help" 1873: 1863: 1830: 1820: 1787: 1754: 1108:Many suppliers are now starting to offer 853:– Products that interface with its 839:– Products that interface with its 1891:"Conform for real time 3D visualization" 1770:Dumelle M, Higham M, Ver Hoef J (2023). 1030:for true 3D well and component mapping, 19:For broader coverage of this topic, see 1405: 909:– Products include G/Technology, 773:server implementation written in Python 622:– Written in C. Developed by the 215:, including business processes such as 175:personal computers, which later became 2139:"Census Geocoder - U.S. Census Bureau" 1496:Computer handling of geographical data 873:, ERDAS ER Mapper, ERDAS ECW/JP2 SDK ( 814:Commercial or proprietary GIS software 665:database, allowing geospatial queries. 649:database, allowing geospatial queries. 596:– Written in Java and relies on 376:, these are typically encapsulated as 59:Canadian Geographic Information System 1286:– Spatially enables Sybase ASE. 195:languages facilitated the release of 7: 1566:. Open Source Geospatial Foundation. 16:Software program for geographic data 1538:. Prentice Hall. pp. 191–198. 637:Spatial database management systems 201:application programming interfaces 131:Map Overlay and Statistical System 14: 1394:Open Source Geospatial Foundation 1161:– Online mapping (based on 382:application programming interface 326:A program which runs on a remote 98:surface visualization), CALFORM ( 2120:. Msdn.microsoft.com. 2015-07-15 1332:Open Geospatial Consortium (OGC) 1187:or analysis/processing services 1135:Google Earth#Google_Earth_Engine 831:Companies with high market share 694:mapping software available as a 1809:Journal of Statistical Software 1183:– Platform as a Service: 147:United States Geological Survey 2308:"Crunchy Certified PostgreSQL" 1706:"The MapWindow Project - Home" 1509:Chrisman, Nicholas R. (2006). 688:GeoBase (Telogis GIS software) 1: 1358:Geospatial Internet of Things 1284:Boeing's Spatial Query Server 1056:– GIS software package. 1018:for gridding and contouring, 800:– free and open-source 786:– free and open-source 106:data management), WHIRLPOOL ( 32:geographic information system 21:Geographic information system 1789:10.1371/journal.pone.0282524 1484:, S. Steiniger and R. Weibel 1349:Crunchy Certified PostGIS - 482:U.S. Army Corps of Engineers 330:(usually in concert with an 153:originally developed by the 141:(BLM) starting in 1976; the 1756:10.1016/j.softx.2022.101291 362:object-oriented programming 193:object-oriented programming 135:Fish & Wildlife Service 2354: 1424:Urban Design International 1368:Open Geospatial Consortium 1351:Open Geospatial Consortium 871:Leica Photogrammetry Suite 737:Open Geospatial Consortium 394:object-relational database 209:object-relational database 127:Freedom of Information Act 93:and others at the nascent 18: 1577:Morehouse, Scott (1985). 951:– Products include 883:– Products include 869:– Products include 145:library developed at the 139:Bureau of Land Management 1636:(6th ed.). XanEdu. 769:– pycsw is an OGC 696:software development kit 265:raster and vector models 133:(MOSS) developed by the 72:University of Washington 1461:. Abingdon: Routledge. 1038:for 2D and 3D graphing. 1006:Blue Marble Geographics 624:University of Minnesota 306:Desktop GIS application 263:and converting between 155:Army Corps of Engineers 64:quantitative revolution 2118:"Geocode Dataflow API" 1632:Bolstad, Paul (2019). 1042:Kongsberg Gallium Ltd. 899:, ArcWeb services and 580:Other geospatial tools 505:all emerged from JUMP. 470: 462: 454: 446: 438: 323:Server GIS application 86: 76:University of Michigan 47:information technology 1852:Geographical Analysis 1832:10.18637/jss.v063.i17 1324:well-known text (WKT) 761:GeoNetwork opensource 538:Generic Mapping Tools 468: 460: 452: 444: 436: 234:software as a service 84: 2099:. developer.here.com 1308:Microsoft SQL Server 1225:Geocode Dataflow API 925:MapInfo Professional 923:– Desktop GIS 704:– Open source 604:MapGuide Open Source 420:Open source software 110:), GRID and IMGRID ( 70:, especially at the 28:GIS software program 2268:Directions Magazine 1747:2023SoftX..2101291L 1560:"GRASS GIS history" 1436:10.1057/udi.2010.25 877:) and ERDAS APOLLO. 288:cartographic design 213:information systems 197:component libraries 2013:"What is Equator?" 1875:10.1111/gean.12337 1599:Xuan, Zhu (2016). 1141:Planetary Computer 998:is also available. 827:products as well. 471: 463: 461:IDRISI Taiga 16.05 455: 447: 439: 380:with a documented 364:languages such as 358:software component 353:Geospatial library 346:platforms such as 318:personal computers 296:software ecosystem 261:coordinate systems 205:spatial extensions 104:topological vector 87: 2338:Lists of software 1922:"Arcgis homepage" 1710:www.mapwindow.org 1643:978-1-59399-552-2 1520:978-1-58948-118-3 875:ECW (file format) 469:SAGA-GIS v. 2.0.3 244:Types of software 181:Microsoft Windows 2345: 2318: 2317: 2315: 2314: 2304: 2298: 2297: 2295: 2294: 2284: 2278: 2277: 2275: 2274: 2260: 2254: 2253: 2251: 2250: 2239: 2233: 2232: 2230: 2229: 2218: 2212: 2211: 2209: 2208: 2198: 2192: 2191: 2189: 2188: 2177: 2171: 2170: 2168: 2167: 2156: 2150: 2149: 2147: 2146: 2135: 2129: 2128: 2126: 2125: 2114: 2108: 2107: 2105: 2104: 2093: 2087: 2086: 2084: 2083: 2072: 2066: 2065: 2063: 2061: 2047: 2041: 2040: 2038: 2037: 2023: 2017: 2016: 2009: 2003: 2002: 2000: 1998: 1984: 1978: 1977: 1975: 1974: 1960: 1954: 1953: 1951: 1950: 1939: 1933: 1932: 1930: 1929: 1918: 1907: 1906: 1904: 1902: 1886: 1880: 1879: 1877: 1867: 1843: 1837: 1836: 1834: 1824: 1800: 1794: 1793: 1791: 1767: 1761: 1760: 1758: 1726: 1720: 1719: 1717: 1716: 1702: 1696: 1695: 1693: 1692: 1683:. Archived from 1677: 1668: 1667: 1665: 1664: 1654: 1648: 1647: 1629: 1623: 1622: 1596: 1590: 1589: 1583: 1574: 1568: 1567: 1556: 1550: 1549: 1531: 1525: 1524: 1506: 1500: 1499: 1491: 1485: 1479: 1473: 1472: 1454: 1448: 1447: 1419: 1413: 1410: 1371:SensorThings API 1165:, contours, and 1104:GIS as a service 1085:Clark University 1064:GfK GeoMarketing 996:ArcGIS extension 983:natural resource 437:Capaware rc1 0.1 388:Spatial database 275:network analysis 271:Spatial analysis 219:. Third, as the 185:1990 U.S. Census 91:Howard T. Fisher 68:spatial analysis 2353: 2352: 2348: 2347: 2346: 2344: 2343: 2342: 2323: 2322: 2321: 2312: 2310: 2306: 2305: 2301: 2292: 2290: 2286: 2285: 2281: 2272: 2270: 2262: 2261: 2257: 2248: 2246: 2245:. Microsoft.com 2241: 2240: 2236: 2227: 2225: 2224:. OpenStreetMap 2222:"OpenStreetMap" 2220: 2219: 2215: 2206: 2204: 2200: 2199: 2195: 2186: 2184: 2179: 2178: 2174: 2165: 2163: 2158: 2157: 2153: 2144: 2142: 2137: 2136: 2132: 2123: 2121: 2116: 2115: 2111: 2102: 2100: 2095: 2094: 2090: 2081: 2079: 2074: 2073: 2069: 2059: 2057: 2049: 2048: 2044: 2035: 2033: 2025: 2024: 2020: 2011: 2010: 2006: 1996: 1994: 1986: 1985: 1981: 1972: 1970: 1962: 1961: 1957: 1948: 1946: 1941: 1940: 1936: 1927: 1925: 1920: 1919: 1910: 1900: 1898: 1895:www.giscafe.com 1888: 1887: 1883: 1845: 1844: 1840: 1802: 1801: 1797: 1769: 1768: 1764: 1741:(101291): 1–7. 1728: 1727: 1723: 1714: 1712: 1704: 1703: 1699: 1690: 1688: 1679: 1678: 1671: 1662: 1660: 1656: 1655: 1651: 1644: 1631: 1630: 1626: 1611: 1598: 1597: 1593: 1581: 1576: 1575: 1571: 1558: 1557: 1553: 1546: 1533: 1532: 1528: 1521: 1508: 1507: 1503: 1498:. UNESCO Press. 1493: 1492: 1488: 1480: 1476: 1469: 1456: 1455: 1451: 1421: 1420: 1416: 1411: 1407: 1403: 1380: 1360: 1280: 1159:Equator Studios 1106: 1054:Manifold System 1012:Golden Software 939: 851:Bentley Systems 833: 821: 816: 811: 798:package:gwverse 794:package:GWmodel 784:package:spmodel 780: 757: 739:specifications. 725: 684: 639: 590: 588:Web map servers 582: 431: 422: 294:The modern GIS 257:geographic data 253:Data management 246: 230:cloud computing 217:human resources 125:because of the 100:choropleth maps 55: 49:architectures. 43:geographic data 24: 17: 12: 11: 5: 2351: 2349: 2341: 2340: 2335: 2325: 2324: 2320: 2319: 2299: 2279: 2255: 2234: 2213: 2193: 2172: 2160:"iOS 8 - Maps" 2151: 2130: 2109: 2088: 2067: 2042: 2018: 2004: 1979: 1955: 1934: 1908: 1889:Smith, Susan. 1881: 1858:(3): 685–709. 1838: 1795: 1762: 1721: 1697: 1669: 1649: 1642: 1624: 1609: 1591: 1569: 1551: 1544: 1526: 1519: 1513:. Esri Press. 1501: 1486: 1474: 1467: 1449: 1414: 1404: 1402: 1399: 1398: 1397: 1391: 1386: 1379: 1376: 1375: 1374: 1359: 1356: 1355: 1354: 1347: 1341: 1335: 1317: 1314:Oracle Spatial 1311: 1305: 1299: 1293: 1287: 1279: 1276: 1275: 1274: 1273: 1272: 1266: 1261: 1256: 1251: 1246: 1234: 1233: 1232: 1226: 1217: 1208: 1199: 1194: 1178: 1177: 1176: 1170: 1156: 1150: 1144: 1138: 1132: 1126: 1105: 1102: 1101: 1100: 1094: 1088: 1078: 1072: 1067: 1057: 1051: 1045: 1039: 1009: 999: 989: 976: 970: 960: 946: 938: 935: 934: 933: 928: 918: 915:photogrammetry 904: 878: 864: 858: 848: 832: 829: 820: 817: 815: 812: 810: 807: 806: 805: 791: 779: 776: 775: 774: 764: 756: 753: 752: 751: 746: 740: 724: 721: 720: 719: 713: 699: 683: 680: 679: 678: 672: 666: 656: 650: 638: 635: 634: 633: 630:i-Boating WMTS 627: 617: 607: 601: 589: 586: 581: 578: 577: 576: 570: 567: 557: 551: 541: 531: 530: 524: 518: 512: 506: 496: 490: 484: 430: 427: 421: 418: 402: 401: 390: 385: 354: 351: 336:World Wide Web 324: 321: 307: 292: 291: 281: 279:vector overlay 268: 245: 242: 221:World Wide Web 108:vector overlay 54: 51: 15: 13: 10: 9: 6: 4: 3: 2: 2350: 2339: 2336: 2334: 2331: 2330: 2328: 2309: 2303: 2300: 2289: 2283: 2280: 2269: 2265: 2259: 2256: 2244: 2238: 2235: 2223: 2217: 2214: 2203: 2197: 2194: 2182: 2176: 2173: 2161: 2155: 2152: 2140: 2134: 2131: 2119: 2113: 2110: 2098: 2092: 2089: 2077: 2071: 2068: 2056: 2055:Safe Software 2052: 2046: 2043: 2032: 2028: 2027:"Mergin Maps" 2022: 2019: 2014: 2008: 2005: 1993: 1989: 1983: 1980: 1969: 1965: 1959: 1956: 1945:. Cartodb.com 1944: 1938: 1935: 1923: 1917: 1915: 1913: 1909: 1896: 1892: 1885: 1882: 1876: 1871: 1866: 1861: 1857: 1853: 1849: 1842: 1839: 1833: 1828: 1823: 1818: 1814: 1810: 1806: 1799: 1796: 1790: 1785: 1781: 1777: 1773: 1766: 1763: 1757: 1752: 1748: 1744: 1740: 1736: 1732: 1725: 1722: 1711: 1707: 1701: 1698: 1687:on 2012-11-12 1686: 1682: 1676: 1674: 1670: 1659: 1653: 1650: 1645: 1639: 1635: 1628: 1625: 1620: 1616: 1612: 1610:9780415829069 1606: 1602: 1595: 1592: 1587: 1580: 1573: 1570: 1565: 1561: 1555: 1552: 1547: 1545:0-13-862145-4 1541: 1537: 1530: 1527: 1522: 1516: 1512: 1505: 1502: 1497: 1490: 1487: 1483: 1478: 1475: 1470: 1468:9780367581046 1464: 1460: 1453: 1450: 1445: 1441: 1437: 1433: 1429: 1425: 1418: 1415: 1409: 1406: 1400: 1395: 1392: 1390: 1387: 1385: 1382: 1381: 1377: 1372: 1369: 1365: 1362: 1361: 1357: 1352: 1348: 1345: 1342: 1339: 1336: 1333: 1329: 1325: 1321: 1318: 1315: 1312: 1309: 1306: 1303: 1300: 1297: 1294: 1291: 1288: 1285: 1282: 1281: 1277: 1271: 1267: 1265: 1264:OpenStreetMap 1262: 1260: 1257: 1255: 1252: 1250: 1247: 1244: 1241: 1240: 1238: 1235: 1230: 1227: 1224: 1221: 1218: 1215: 1212: 1209: 1207:API version 3 1206: 1203: 1200: 1198: 1195: 1192: 1189: 1188: 1186: 1182: 1179: 1174: 1171: 1168: 1164: 1160: 1157: 1154: 1151: 1148: 1145: 1142: 1139: 1136: 1133: 1130: 1127: 1124: 1121: 1120: 1118: 1115: 1114: 1113: 1111: 1103: 1098: 1095: 1092: 1089: 1086: 1082: 1079: 1076: 1075:SuperMap Inc. 1073: 1071: 1068: 1065: 1061: 1058: 1055: 1052: 1049: 1046: 1043: 1040: 1037: 1033: 1029: 1025: 1021: 1017: 1013: 1010: 1007: 1003: 1002:Global Mapper 1000: 997: 993: 990: 987: 984: 980: 977: 974: 971: 968: 964: 961: 959:and TransCAD. 958: 954: 950: 947: 944: 941: 940: 936: 932: 929: 926: 922: 919: 916: 912: 908: 905: 902: 901:ArcGIS Server 898: 894: 890: 886: 882: 879: 876: 872: 868: 867:ERDAS IMAGINE 865: 862: 859: 856: 852: 849: 846: 842: 838: 835: 834: 830: 828: 826: 818: 813: 808: 803: 799: 795: 792: 789: 785: 782: 781: 777: 772: 768: 765: 762: 759: 758: 754: 750: 749:Orfeo toolbox 747: 744: 741: 738: 734: 730: 727: 726: 722: 717: 714: 711: 707: 703: 700: 697: 693: 689: 686: 685: 681: 676: 673: 670: 667: 664: 660: 657: 654: 651: 648: 644: 641: 640: 636: 631: 628: 625: 621: 618: 615: 614:OpenStreetMap 611: 608: 605: 602: 599: 595: 592: 591: 587: 585: 579: 574: 571: 568: 565: 561: 558: 555: 552: 549: 545: 542: 539: 536: 535: 534: 528: 525: 522: 519: 516: 513: 510: 509:MapWindow GIS 507: 504: 500: 497: 494: 491: 488: 485: 483: 479: 476: 475: 474: 467: 459: 451: 445:GRASS GIS 6.4 443: 435: 428: 426: 419: 417: 415: 411: 407: 399: 395: 391: 389: 386: 383: 379: 375: 371: 367: 363: 359: 355: 352: 349: 348:ArcGIS Online 345: 341: 337: 333: 329: 325: 322: 319: 315: 312: 308: 305: 304: 303: 301: 297: 289: 286:, especially 285: 282: 280: 276: 272: 269: 266: 262: 258: 254: 251: 250: 249: 243: 241: 239: 235: 231: 226: 222: 218: 214: 210: 206: 202: 198: 194: 188: 186: 182: 178: 174: 170: 166: 163: 158: 156: 152: 148: 144: 140: 136: 132: 128: 124: 123:public domain 120: 119:United States 115: 113: 109: 105: 101: 96: 92: 83: 79: 77: 73: 69: 65: 60: 52: 50: 48: 44: 41: 37: 33: 29: 22: 2333:GIS software 2311:. 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Index

Geographic information system
geographic information system
analyze
visualize
geographic data
information technology
Canadian Geographic Information System
quantitative revolution
spatial analysis
University of Washington
University of Michigan

Howard T. Fisher
Harvard Laboratory for Computer Graphics and Spatial Analysis
choropleth maps
topological vector
vector overlay
raster
United States
public domain
Freedom of Information Act
Map Overlay and Statistical System
Fish & Wildlife Service
Bureau of Land Management
PROJ
United States Geological Survey
GRASS GIS
Army Corps of Engineers
Esri
ARC/INFO

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