{"id":200,"date":"2014-06-13T19:41:17","date_gmt":"2014-06-13T19:41:17","guid":{"rendered":"http:\/\/opentextbc.ca\/geography\/?post_type=back-matter&#038;p=200"},"modified":"2014-08-29T15:02:22","modified_gmt":"2014-08-29T22:02:22","slug":"tools-for-spatial-data-collection-and-utilization","status":"publish","type":"back-matter","link":"https:\/\/opentextbc.ca\/geography\/back-matter\/tools-for-spatial-data-collection-and-utilization\/","title":{"raw":"Tools for Spatial Data Collection and Utilization","rendered":"Tools for Spatial Data Collection and Utilization"},"content":{"raw":"<h1>Geographic Information<\/h1>\r\n<strong class=\"Bold\">Geographic information <\/strong>is the collection of information about places and events that occur on the Earth\u2019s surface.<strong class=\"Bold\"> Geographic information science <\/strong>(GIScience)\u00a0is the study of\u00a0organizations and tools associated with the process of collecting and disseminating geographic information.\u00a0GIScience\u00a0research includes topics that relate to\u00a0cartography, remote sensing, photogrammetry, web mapping and spatial data organization.\u00a0Digital data management of spatial information is also associated with GIScience.\r\n\r\nAs we have seen throughout this book, there are a wide range of ways in which GIScience can help solve real-world problems. In this section,\u00a0a range of tools associated with the collection and distribution of spatial data are presented as well as recommendations for further reading.\r\n<h2>Geographic Information Systems (GIS)<\/h2>\r\n<strong class=\"Bold\">Geographic information systems (GIS)<\/strong> are\u00a0systems for input, storage, manipulation, summarizing, editing, querying\u00a0and visualizing\u00a0geographic information. (Read more in Longley, Goodchild, Maguire, &amp; Rhind, 2005).\r\n<h2>Surveying<\/h2>\r\n<strong class=\"Bold\">Surveying<\/strong>\u00a0is\u00a0the science of accurate measurement of natural and humanmade features on the Earth. Data collected by surveyors are\u00a0then used to create highly precise maps. Surveyors calculate the precise position of points, distances and angles through geometry.\r\n<h2>Remote Sensing<\/h2>\r\n<strong class=\"Bold\">Remote sensing<\/strong>\u00a0is the use of satellites orbiting the Earth to capture information of the surface and atmosphere. Satellites vary in spatial and spectral resolution. These signals are then transmitted to receiving stations on Earth where they can be transformed and distributed\u00a0as digital images to be analyzed. Through the use of remote sensing, applying specific calculations to images can help spatial information analyst identify and classify features on a landscape such as changes in snowmelt and identifying the <a href=\"http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0082306#pone-0082306-g011\" target=\"_blank\">location of seasponges<\/a>[footnote]Modeling the Distribution of Geodia Sponges and Sponge Grounds in the Northwest Atlantic <a href=\"http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0082306#pone-0082306-g011\" target=\"_blank\">http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0082306#pone-0082306-g011<\/a>[\/footnote] without physically setting foot in that region. Remote sensing can be used to sense changes in ground cover, locate the presence of surficial\u00a0minerals and identify the location of different types of vegetation. Both the Government of <a href=\"http:\/\/www.for.gov.bc.ca\/hts\/rs\/\" target=\"_blank\">British Columbia<\/a>[footnote]Examples of how the government of British Columbia uses remote sensing can be found at <a href=\"http:\/\/www.for.gov.bc.ca\/hts\/rs\/\" target=\"_blank\">http:\/\/www.for.gov.bc.ca\/hts\/rs\/<\/a>[\/footnote] and the Government of <a href=\"http:\/\/www.nrcan.gc.ca\/forests\/remote-sensing\/13429\" target=\"_blank\">Canada<\/a>[footnote]Examples of how the government of Canada uses remote sensing can be found at <a href=\"http:\/\/www.nrcan.gc.ca\/forests\/remote-sensing\/13429\" target=\"_blank\">http:\/\/www.nrcan.gc.ca\/forests\/remote-sensing\/13429<\/a>[\/footnote] extensively utilize remote sensing.\r\n<h2>Maps<\/h2>\r\n<strong class=\"Bold\">Maps<\/strong> are mathematical representations of Earth and the Earth's surface. They can be used for geospatial data storage, spatial exploratory functions and as an analytical tool. Maps are a medium for visual communication of geospatial information relationships and depict human perception of the world. They can be used as spatial decision-making tools. For further study on maps, try the map reading skills crash course at <a href=\"http:\/\/www.wikihow.com\/Read-a-Map\">http:\/\/www.wikihow.com\/Read-a-Map<\/a>\r\n<h2>Cartography<\/h2>\r\n<strong class=\"Bold\">Cartography<\/strong> is the design, construction and evaluation of maps. When designed well, maps can be\u00a0powerful communication tools. The practice of cartography may require the knowledge of graphic design, computer science, mathematics, statistics, psychology and, most certainly, geography. The purpose of a map is to reduce the complexity of the real world to communicate a specific idea. A map should be quickly and easily interpreted by the viewer. All maps must include a legend to inform the user what is being represented, a north arrow or compass to orient the user and\u00a0a scale bar to to reveal the dimensions being represented on\u00a0the map.\u00a0Cartographic principles are in place to guide cartographers. (Read more in Slocum, McMaster, Kessler, &amp; Howard, 2009.)\r\n<h2>Geovisualization<\/h2>\r\n<strong class=\"Bold\">Geovisualization<\/strong> is\u00a0the display of geospatial information to be\u00a0explored interactively in an effort to\u00a0facilitate the process of hypothesis\u00a0formation and knowledge construction\u00a0(Dodge, McDerby, &amp; Turner, 2008;\u00a0Dykes, MacEachren, &amp; Kraak, 2005;\u00a0Kraak &amp;\u00a0MacEachren, 2005; MacEachren &amp;\u00a0Kraak, 2001).\u00a0Data exploration is an individual activity in which unknown spatial patterns are revealed in an\u00a0interactive environment (Slocum, McMaster, Kessler, &amp; Howard, 2009). A major difference between static cartography and geovisualization is interaction, and with geovisualizations it is possible that some information may go unnoticed without that interaction. Geovisualizations make it possible to provide\u00a0more than one view (through multimedia, or another map, or tables or graphics). Geovisuazliations allow users to interact with data drawing their own conclusions and making them feel like they have made a new discovery.\r\n\r\nThere are a wide varity of software packages available to create maps and geovisaulziations. A few software packages currently available and widely used are:\r\n<ul>\r\n\t<li>QGIS,\u00a0a\u00a0free and open source software (FOSS), meaning that it is free of charge and\u00a0the code is made publicly available to be\u00a0manipulated and improved. Additional tools and plug-ins are constantly being created. QGIS can be run on Mac or PC.\u00a0http:\/\/www.qgis.org\/en\/site\/<\/li>\r\n\t<li>ArcGIS, a\u00a0proprietary\u00a0software and industry standard<\/li>\r\n<\/ul>\r\nIncreasingly, anyone with Internet access can utilize simple GIS capabilities through online mapping platforms such as a digital earth. Digital globes or web maps are interactive digital representations of the Earth\u2019s surface. Applications associated with Web maps\u00a0include\u00a0information systems used for online travel and hotel bookings, finding restaurants and getting directions to a desired location. Application programming interface (API) make it possible to harness information from online resources such as\u00a0social media outlets and other data repositories\u00a0that can then be collected and integrated with a map.\r\n<h2>Digital Globes<\/h2>\r\n<strong class=\"Bold\">Digital globes<\/strong> are three-dimensional\u00a0representations of the Earth in high-resolution format. The aim of a globe is to reduce distortion and reveal spatial relationships between places.\u00a0Digital globes provide many advantages. The user is able to scale up or down with ease since they are highly interactive. Digital globes are\u00a0easy to transport since they are accessible on mobile and desktop computers, files can be shared easily and each\u00a0user can choose a topic of interest to overlay on the globe. As well, they\u00a0are dynamic and can be outfitted with up-to-date information. Interacting with digital globes is fun because the user can pan and zoom anywhere in the world on the fly.\r\n\r\nPopular digital globes\u00a0that also have an API associated to assist in the creation of \"mashups\" include:\r\n<ul>\r\n\t<li>Google Earth<\/li>\r\n\t<li>Google Maps: proprietary data sources<\/li>\r\n\t<li>OpenStreetMap: all data have been contributed volunteerarily by citizens uploading and digitizing spatial data<\/li>\r\n\t<li>Yahoo Maps<\/li>\r\n\t<li>MapQuest<\/li>\r\n<\/ul>\r\nSmartphones are pervasive among the general public and can be used to collect all sorts of spatial data. Most smartphones have built-in sensors that are able to document spatial data. Two ways in which you have likely interacted with geospatial technology and geographic information science with a smartphone\u00a0are through volunteered geographic information and location-based services.\r\n<h2>Volunteered Geographic Information\u00a0(VGI)<\/h2>\r\n<strong class=\"Bold\">Volunteered geographic information\u00a0(VGI)<\/strong> is information collected by users roving the surface of the Earth. VGI is the contribution of content regarding local activities in various geographic locations around the world that may traditionally go unnoticed by the rest of the world\u2019s media. People now have the ability to\u00a0share qualitative or quantitative information with an Internet-enabled audience about their experience in a specific\u00a0place in the world. VGI is typically collected and shared through the use of smartphones. Examples of VGI include checking into a location using Facebook or Foursquare, geotagging a photo and\u00a0sharing a restaurant review on Yelp. When you use a new application you should be asked \"Does this\u00a0app\u00a0have permission to use your locational information?\" If you answered \"yes\" for the camera application on your phone,\u00a0geocoded\u00a0coordinates will be applied to the\u00a0metadata associated with the image file so you can then map your photo at a later time, or an application associated with your phone will map your photos for you. This could be considered\u00a0VGI.\r\n<h2>Location-Based Services (LBS)<\/h2>\r\n<strong class=\"Bold\">Location-based services (LBS)<\/strong> are services that offer information about where a location-aware device user is situated (Gartner, Cartwright, &amp; Peterson, 2007; Jiang &amp; Yao, 2007). Examples include popular applications such as Google Maps.\r\n\r\nVGI and LBS and the collection of other types of spatial data\u00a0are not possible without sensors for collecting spatial data.\r\n\r\nWith the increased computing capabilities and decrease in cost for hardware, collecting spatial data is becoming more and more\u00a0accessible and feasible for the public. There are several options for collecting your own local spatial data and it can be done with relatively low-cost resources.\r\n<h2>Global Positioning System (GPS)<\/h2>\r\nA<strong class=\"Bold\"> global positioning system (GPS)\u00a0<\/strong>is a\u00a0satellite network\u00a0that communicates with GPS\u00a0receivers accessed by mobile users.\u00a0The GPS receiver needs to connect with four or more satellites orbiting the Earth, as reference to calculate the precise\u00a0location of the user within a few metres. GPS satellites\u00a0were launched by the United States military but are also used for civilian use. GPS receivers\u00a0are widely used in cars and smartphones to provide\u00a0directions to specific\u00a0locations. Individual GPS recievers can be purchased and installed on almost anything. Physical geographers and human geographers alike find them valuable for\u00a0documenting information about place.\r\n\r\nData formats collected by the GPS can be exported\u00a0from many different file formats to be used in a wide variety of software platforms.\r\n\r\nFor collecting your own up-to-date aerial photos you can mount cameras and\u00a0GPS\u00a0sensors to <strong class=\"Bold\">drones<\/strong> or <strong class=\"Bold\">unmanned aerial vehicle (UAV) ages<\/strong>, or by\u00a0<strong class=\"Bold\">balloon mapping<\/strong>.\r\n\r\n[caption id=\"attachment_199\" align=\"aligncenter\" width=\"400\"]<a href=\"http:\/\/opentextbc.ca\/geography\/wp-content\/uploads\/sites\/34\/2014\/06\/8725078749_b8baf91344_b-e1405030339502.jpg\"><img class=\"wp-image-199\" alt=\"Figure 1. Drone and Moon by Don McCullough (https:\/\/www.flickr.com\/photos\/69214385@N04\/8725078749\/in\/photostream\/) licensed under CC BY 2.0 (https:\/\/creativecommons.org\/licenses\/by\/2.0\/)\" src=\"http:\/\/opentextbc.ca\/geography\/wp-content\/uploads\/sites\/34\/2014\/06\/8725078749_b8baf91344_b-e1405030339502.jpg\" height=\"267\" width=\"400\" \/><\/a> Figure 1. Drone and Moon by Don McCullough (https:\/\/www.flickr.com\/photos\/69214385@N04\/8725078749\/in\/photostream\/) licensed under CC BY 2.0 (https:\/\/creativecommons.org\/licenses\/by\/2.0\/)[\/caption]\r\n<h3>An example of balloon mapping<\/h3>\r\nThe interactive aerial map below shows an example of balloon mapping. If you are reading this in print, you can view the map at <a href=\"http:\/\/archive.publiclaboratory.org\/leaflet\/?tms=http:\/\/mapknitter.org\/tms\/ne-false-creek\/&amp;lon=-123.1058161843&amp;lat=49.2763304549&amp;zoom=17\">http:\/\/archive.publiclaboratory.org\/leaflet\/?tms=http:\/\/mapknitter.org\/tms\/ne-false-creek\/&amp;lon=-123.1058161843&amp;lat=49.2763304549&amp;zoom=17<\/a>\r\n\r\n<iframe src=\"http:\/\/archive.publiclaboratory.org\/leaflet\/?tms=http:\/\/mapknitter.org\/tms\/ne-false-creek\/&amp;lon=-123.1058161843&amp;lat=49.2763304549&amp;zoom=17\" width=\"700\" height=\"500\"><\/iframe>\r\n\r\nIf you are interested in trying out balloon or kite mapping yourself, you'll find some do-it-yourself\u00a0resources at <a href=\"http:\/\/publiclab.org\/wiki\/balloon-mapping\" target=\"_blank\">http:\/\/publiclab.org\/wiki\/balloon-mapping<\/a>.\r\n<h2>Existing Spatial Data Sources<\/h2>\r\nSeveral government and other organizations often make spatial data publicly available in a variety of formats that are relatively easy for the general public to use\u00a0through the creation of mash-ups. Mash-ups are web pages that\u00a0take\u00a0data from two different sources or sets and put them together. Just two examples of mash-ups include taking data from Vancouver open data and overlaying them on a Google maps.\r\n<ul>\r\n\t<li>Vancouver Open Data in file formats compatible with the Web, Google Maps and Google Earth, ArcGIS and QGIS and several other file formats compatible with accessible software systems.\u00a0<a href=\"http:\/\/vancouver.ca\/your-government\/open-data-catalogue.aspx\" target=\"_blank\">http:\/\/vancouver.ca\/your-government\/open-data-catalogue.aspx<\/a><\/li>\r\n\t<li>British Columbia Open Data <a href=\"http:\/\/www.data.gov.bc.ca\/dbc\/geographic\/index.page?WT.svl=Breadcrumb\" target=\"_blank\">http:\/\/www.data.gov.bc.ca\/dbc\/geographic\/index.page?WT.svl=Breadcrumb<\/a><\/li>\r\n\t<li>Canada wide data offered by the Canadian government in file formats compatible with QGIS and ArcGIS. <a href=\"http:\/\/geogratis.cgdi.gc.ca\/\" target=\"_blank\">http:\/\/geogratis.cgdi.gc.ca\/<\/a><\/li>\r\n<\/ul>\r\nThere are far more available online, and they will\u00a0change rapidly. There is increasing expectation that data should be made publicly available.\r\n<h2>Ethical Considerations<\/h2>\r\nWhen creating maps and interacting with\u00a0spatial data, ethical considerations\u00a0are required. It is important to consider what is and is not being represented on a map, and who and who is not being represented in a data set.\u00a0Geospatial information is inherently sensitive because it is tied to specific locations and people. When building applications that collect or share personal information, it is important to consider whether\u00a0the people who are being represented\u00a0know that their information is being used and\u00a0how it is being used. \u00a0Privacy of information laws must\u00a0be considered. \u00a0(To read more about the ethical implications of mapping, see Crampton, 2010.)\r\n<h2>References<\/h2>\r\nCrampton, J. 2010, <em class=\"Italic\">Mapping: A Critical Introduction to Cartography and GIS, <\/em>First edn, Wiley-Blackwell.\r\n\r\nDodge, M., McDerby, M. &amp; Turner, M. 2008, <em class=\"Italic\">Geographic visualization : concepts, tools and applications, <\/em>Wiley, Chichester, England ; Hoboken, NJ.\r\n\r\nDykes, J., MacEachren, A.M. &amp; Kraak, M.J. 2005, <em class=\"Italic\">Exploring geovisualization, <\/em>1st edn, Elsevier, Amsterdam.\r\n\r\nElwood, S. &amp; Leszczynski, A. 2013, \"New spatial media, new knowledge politics\",\u00a0<em class=\"Italic\">Transactions of the Institute of British Geographers,\u00a0<\/em>vol. 38, no. 4, pp. 544-559.\r\n\r\nG\u00e4rtner, G., Cartwright, W. &amp; Peterson, M.P. 2007, <em class=\"Italic\">Location based services and telecartography, <\/em>Springer, Berlin.\r\n\r\nJiang, B. &amp; Yao, X. 2007, \"Location based services and GIS in perspective\" in <em class=\"Italic\">Location based services and telecartography<\/em>, eds. G. G\u00e4rtner, W. Cartwright &amp; M.P. Peterson, Springer, Berlin, pp. 27.\r\n\r\nKraak, M.J. &amp; MacEachren, A.M. 2005, \"Geovisualization and GIScience\", <em class=\"Italic\">Cartography and Geographic Information Science, <\/em>vol. 32, no. 2, pp. 67-67.\r\n\r\nLeszczynski, A. &amp; Wilson, M.W. 2013, \"Theorizing the geoweb\",\u00a0<em class=\"Italic\">GeoJournal,\u00a0<\/em>.\r\n\r\nLongley, P., Goodchild, M., Maguire, D. &amp; Rhind, D. 2005, <em class=\"Italic\">Geographic Information Systems and Science, <\/em>John Wiley and Sons, England.\r\n\r\nMacEachren, A.M. &amp; Kraak, M.J. 2001, \"Research challenges in geovisualization\", <em class=\"Italic\">Cartography and Geographic Information Science, <\/em>vol. 28, no. 1, pp. 3-12.\r\n\r\nSlocum, T., McMaster, R., Kessler, F. &amp; Howard, H. 2009, <em class=\"Italic\">Thematic cartography and geographic visualization, <\/em>3rd edn, Pearson\/Prentice Hall, Upper Saddle River, NJ.\r\n<h2>Suggested readings<\/h2>\r\nCartography. 2005. Deetz C. H. US. Coast and Geodetic Survey. University Press of the Pacific.\r\n\r\nElements of Cartography. 1995. Robinson. A. H. Morrison J. L. Muehrcke P. C. A. Kimerling. J, Guptill. S. C. Wiley.\r\n\r\nMaking Maps, Second Edition: A Visual Guide to Map Design for GIS. 2011. Krygier. J. and Wood. D., The Guilford Press.\r\n\r\nThematic Cartography and Geovisualization. 2008. Slocum. T. A. McMaster. R. B. Kessler. F. C. and Howard. H. H., Prentice Hall.\r\n\r\n&nbsp;","rendered":"<h1>Geographic Information<\/h1>\n<p><strong class=\"Bold\">Geographic information <\/strong>is the collection of information about places and events that occur on the Earth\u2019s surface.<strong class=\"Bold\"> Geographic information science <\/strong>(GIScience)\u00a0is the study of\u00a0organizations and tools associated with the process of collecting and disseminating geographic information.\u00a0GIScience\u00a0research includes topics that relate to\u00a0cartography, remote sensing, photogrammetry, web mapping and spatial data organization.\u00a0Digital data management of spatial information is also associated with GIScience.<\/p>\n<p>As we have seen throughout this book, there are a wide range of ways in which GIScience can help solve real-world problems. In this section,\u00a0a range of tools associated with the collection and distribution of spatial data are presented as well as recommendations for further reading.<\/p>\n<h2>Geographic Information Systems (GIS)<\/h2>\n<p><strong class=\"Bold\">Geographic information systems (GIS)<\/strong> are\u00a0systems for input, storage, manipulation, summarizing, editing, querying\u00a0and visualizing\u00a0geographic information. (Read more in Longley, Goodchild, Maguire, &amp; Rhind, 2005).<\/p>\n<h2>Surveying<\/h2>\n<p><strong class=\"Bold\">Surveying<\/strong>\u00a0is\u00a0the science of accurate measurement of natural and humanmade features on the Earth. Data collected by surveyors are\u00a0then used to create highly precise maps. Surveyors calculate the precise position of points, distances and angles through geometry.<\/p>\n<h2>Remote Sensing<\/h2>\n<p><strong class=\"Bold\">Remote sensing<\/strong>\u00a0is the use of satellites orbiting the Earth to capture information of the surface and atmosphere. Satellites vary in spatial and spectral resolution. These signals are then transmitted to receiving stations on Earth where they can be transformed and distributed\u00a0as digital images to be analyzed. Through the use of remote sensing, applying specific calculations to images can help spatial information analyst identify and classify features on a landscape such as changes in snowmelt and identifying the <a href=\"http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0082306#pone-0082306-g011\" target=\"_blank\">location of seasponges<\/a><a class=\"footnote\" title=\"Modeling the Distribution of Geodia Sponges and Sponge Grounds in the Northwest Atlantic http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0082306#pone-0082306-g011\" id=\"return-footnote-200-1\" href=\"#footnote-200-1\" aria-label=\"Footnote 1\"><sup class=\"footnote\">[1]<\/sup><\/a> without physically setting foot in that region. Remote sensing can be used to sense changes in ground cover, locate the presence of surficial\u00a0minerals and identify the location of different types of vegetation. Both the Government of <a href=\"http:\/\/www.for.gov.bc.ca\/hts\/rs\/\" target=\"_blank\">British Columbia<\/a><a class=\"footnote\" title=\"Examples of how the government of British Columbia uses remote sensing can be found at http:\/\/www.for.gov.bc.ca\/hts\/rs\/\" id=\"return-footnote-200-2\" href=\"#footnote-200-2\" aria-label=\"Footnote 2\"><sup class=\"footnote\">[2]<\/sup><\/a> and the Government of <a href=\"http:\/\/www.nrcan.gc.ca\/forests\/remote-sensing\/13429\" target=\"_blank\">Canada<\/a><a class=\"footnote\" title=\"Examples of how the government of Canada uses remote sensing can be found at http:\/\/www.nrcan.gc.ca\/forests\/remote-sensing\/13429\" id=\"return-footnote-200-3\" href=\"#footnote-200-3\" aria-label=\"Footnote 3\"><sup class=\"footnote\">[3]<\/sup><\/a> extensively utilize remote sensing.<\/p>\n<h2>Maps<\/h2>\n<p><strong class=\"Bold\">Maps<\/strong> are mathematical representations of Earth and the Earth&#8217;s surface. They can be used for geospatial data storage, spatial exploratory functions and as an analytical tool. Maps are a medium for visual communication of geospatial information relationships and depict human perception of the world. They can be used as spatial decision-making tools. For further study on maps, try the map reading skills crash course at <a href=\"http:\/\/www.wikihow.com\/Read-a-Map\">http:\/\/www.wikihow.com\/Read-a-Map<\/a><\/p>\n<h2>Cartography<\/h2>\n<p><strong class=\"Bold\">Cartography<\/strong> is the design, construction and evaluation of maps. When designed well, maps can be\u00a0powerful communication tools. The practice of cartography may require the knowledge of graphic design, computer science, mathematics, statistics, psychology and, most certainly, geography. The purpose of a map is to reduce the complexity of the real world to communicate a specific idea. A map should be quickly and easily interpreted by the viewer. All maps must include a legend to inform the user what is being represented, a north arrow or compass to orient the user and\u00a0a scale bar to to reveal the dimensions being represented on\u00a0the map.\u00a0Cartographic principles are in place to guide cartographers. (Read more in Slocum, McMaster, Kessler, &amp; Howard, 2009.)<\/p>\n<h2>Geovisualization<\/h2>\n<p><strong class=\"Bold\">Geovisualization<\/strong> is\u00a0the display of geospatial information to be\u00a0explored interactively in an effort to\u00a0facilitate the process of hypothesis\u00a0formation and knowledge construction\u00a0(Dodge, McDerby, &amp; Turner, 2008;\u00a0Dykes, MacEachren, &amp; Kraak, 2005;\u00a0Kraak &amp;\u00a0MacEachren, 2005; MacEachren &amp;\u00a0Kraak, 2001).\u00a0Data exploration is an individual activity in which unknown spatial patterns are revealed in an\u00a0interactive environment (Slocum, McMaster, Kessler, &amp; Howard, 2009). A major difference between static cartography and geovisualization is interaction, and with geovisualizations it is possible that some information may go unnoticed without that interaction. Geovisualizations make it possible to provide\u00a0more than one view (through multimedia, or another map, or tables or graphics). Geovisuazliations allow users to interact with data drawing their own conclusions and making them feel like they have made a new discovery.<\/p>\n<p>There are a wide varity of software packages available to create maps and geovisaulziations. A few software packages currently available and widely used are:<\/p>\n<ul>\n<li>QGIS,\u00a0a\u00a0free and open source software (FOSS), meaning that it is free of charge and\u00a0the code is made publicly available to be\u00a0manipulated and improved. Additional tools and plug-ins are constantly being created. QGIS can be run on Mac or PC.\u00a0http:\/\/www.qgis.org\/en\/site\/<\/li>\n<li>ArcGIS, a\u00a0proprietary\u00a0software and industry standard<\/li>\n<\/ul>\n<p>Increasingly, anyone with Internet access can utilize simple GIS capabilities through online mapping platforms such as a digital earth. Digital globes or web maps are interactive digital representations of the Earth\u2019s surface. Applications associated with Web maps\u00a0include\u00a0information systems used for online travel and hotel bookings, finding restaurants and getting directions to a desired location. Application programming interface (API) make it possible to harness information from online resources such as\u00a0social media outlets and other data repositories\u00a0that can then be collected and integrated with a map.<\/p>\n<h2>Digital Globes<\/h2>\n<p><strong class=\"Bold\">Digital globes<\/strong> are three-dimensional\u00a0representations of the Earth in high-resolution format. The aim of a globe is to reduce distortion and reveal spatial relationships between places.\u00a0Digital globes provide many advantages. The user is able to scale up or down with ease since they are highly interactive. Digital globes are\u00a0easy to transport since they are accessible on mobile and desktop computers, files can be shared easily and each\u00a0user can choose a topic of interest to overlay on the globe. As well, they\u00a0are dynamic and can be outfitted with up-to-date information. Interacting with digital globes is fun because the user can pan and zoom anywhere in the world on the fly.<\/p>\n<p>Popular digital globes\u00a0that also have an API associated to assist in the creation of &#8220;mashups&#8221; include:<\/p>\n<ul>\n<li>Google Earth<\/li>\n<li>Google Maps: proprietary data sources<\/li>\n<li>OpenStreetMap: all data have been contributed volunteerarily by citizens uploading and digitizing spatial data<\/li>\n<li>Yahoo Maps<\/li>\n<li>MapQuest<\/li>\n<\/ul>\n<p>Smartphones are pervasive among the general public and can be used to collect all sorts of spatial data. Most smartphones have built-in sensors that are able to document spatial data. Two ways in which you have likely interacted with geospatial technology and geographic information science with a smartphone\u00a0are through volunteered geographic information and location-based services.<\/p>\n<h2>Volunteered Geographic Information\u00a0(VGI)<\/h2>\n<p><strong class=\"Bold\">Volunteered geographic information\u00a0(VGI)<\/strong> is information collected by users roving the surface of the Earth. VGI is the contribution of content regarding local activities in various geographic locations around the world that may traditionally go unnoticed by the rest of the world\u2019s media. People now have the ability to\u00a0share qualitative or quantitative information with an Internet-enabled audience about their experience in a specific\u00a0place in the world. VGI is typically collected and shared through the use of smartphones. Examples of VGI include checking into a location using Facebook or Foursquare, geotagging a photo and\u00a0sharing a restaurant review on Yelp. When you use a new application you should be asked &#8220;Does this\u00a0app\u00a0have permission to use your locational information?&#8221; If you answered &#8220;yes&#8221; for the camera application on your phone,\u00a0geocoded\u00a0coordinates will be applied to the\u00a0metadata associated with the image file so you can then map your photo at a later time, or an application associated with your phone will map your photos for you. This could be considered\u00a0VGI.<\/p>\n<h2>Location-Based Services (LBS)<\/h2>\n<p><strong class=\"Bold\">Location-based services (LBS)<\/strong> are services that offer information about where a location-aware device user is situated (Gartner, Cartwright, &amp; Peterson, 2007; Jiang &amp; Yao, 2007). Examples include popular applications such as Google Maps.<\/p>\n<p>VGI and LBS and the collection of other types of spatial data\u00a0are not possible without sensors for collecting spatial data.<\/p>\n<p>With the increased computing capabilities and decrease in cost for hardware, collecting spatial data is becoming more and more\u00a0accessible and feasible for the public. There are several options for collecting your own local spatial data and it can be done with relatively low-cost resources.<\/p>\n<h2>Global Positioning System (GPS)<\/h2>\n<p>A<strong class=\"Bold\"> global positioning system (GPS)\u00a0<\/strong>is a\u00a0satellite network\u00a0that communicates with GPS\u00a0receivers accessed by mobile users.\u00a0The GPS receiver needs to connect with four or more satellites orbiting the Earth, as reference to calculate the precise\u00a0location of the user within a few metres. GPS satellites\u00a0were launched by the United States military but are also used for civilian use. GPS receivers\u00a0are widely used in cars and smartphones to provide\u00a0directions to specific\u00a0locations. Individual GPS recievers can be purchased and installed on almost anything. Physical geographers and human geographers alike find them valuable for\u00a0documenting information about place.<\/p>\n<p>Data formats collected by the GPS can be exported\u00a0from many different file formats to be used in a wide variety of software platforms.<\/p>\n<p>For collecting your own up-to-date aerial photos you can mount cameras and\u00a0GPS\u00a0sensors to <strong class=\"Bold\">drones<\/strong> or <strong class=\"Bold\">unmanned aerial vehicle (UAV) ages<\/strong>, or by\u00a0<strong class=\"Bold\">balloon mapping<\/strong>.<\/p>\n<figure id=\"attachment_199\" aria-describedby=\"caption-attachment-199\" style=\"width: 400px\" class=\"wp-caption aligncenter\"><a href=\"http:\/\/opentextbc.ca\/geography\/wp-content\/uploads\/sites\/34\/2014\/06\/8725078749_b8baf91344_b-e1405030339502.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-199\" alt=\"Figure 1. Drone and Moon by Don McCullough (https:\/\/www.flickr.com\/photos\/69214385@N04\/8725078749\/in\/photostream\/) licensed under CC BY 2.0 (https:\/\/creativecommons.org\/licenses\/by\/2.0\/)\" src=\"http:\/\/opentextbc.ca\/geography\/wp-content\/uploads\/sites\/34\/2014\/06\/8725078749_b8baf91344_b-e1405030339502.jpg\" height=\"267\" width=\"400\" \/><\/a><figcaption id=\"caption-attachment-199\" class=\"wp-caption-text\">Figure 1. Drone and Moon by Don McCullough (https:\/\/www.flickr.com\/photos\/69214385@N04\/8725078749\/in\/photostream\/) licensed under CC BY 2.0 (https:\/\/creativecommons.org\/licenses\/by\/2.0\/)<\/figcaption><\/figure>\n<h3>An example of balloon mapping<\/h3>\n<p>The interactive aerial map below shows an example of balloon mapping. If you are reading this in print, you can view the map at <a href=\"http:\/\/archive.publiclaboratory.org\/leaflet\/?tms=http:\/\/mapknitter.org\/tms\/ne-false-creek\/&amp;lon=-123.1058161843&amp;lat=49.2763304549&amp;zoom=17\">http:\/\/archive.publiclaboratory.org\/leaflet\/?tms=http:\/\/mapknitter.org\/tms\/ne-false-creek\/&amp;lon=-123.1058161843&amp;lat=49.2763304549&amp;zoom=17<\/a><\/p>\n<p><iframe loading=\"lazy\" src=\"http:\/\/archive.publiclaboratory.org\/leaflet\/?tms=http:\/\/mapknitter.org\/tms\/ne-false-creek\/&amp;lon=-123.1058161843&amp;lat=49.2763304549&amp;zoom=17\" width=\"700\" height=\"500\"><\/iframe><\/p>\n<p>If you are interested in trying out balloon or kite mapping yourself, you&#8217;ll find some do-it-yourself\u00a0resources at <a href=\"http:\/\/publiclab.org\/wiki\/balloon-mapping\" target=\"_blank\">http:\/\/publiclab.org\/wiki\/balloon-mapping<\/a>.<\/p>\n<h2>Existing Spatial Data Sources<\/h2>\n<p>Several government and other organizations often make spatial data publicly available in a variety of formats that are relatively easy for the general public to use\u00a0through the creation of mash-ups. Mash-ups are web pages that\u00a0take\u00a0data from two different sources or sets and put them together. Just two examples of mash-ups include taking data from Vancouver open data and overlaying them on a Google maps.<\/p>\n<ul>\n<li>Vancouver Open Data in file formats compatible with the Web, Google Maps and Google Earth, ArcGIS and QGIS and several other file formats compatible with accessible software systems.\u00a0<a href=\"http:\/\/vancouver.ca\/your-government\/open-data-catalogue.aspx\" target=\"_blank\">http:\/\/vancouver.ca\/your-government\/open-data-catalogue.aspx<\/a><\/li>\n<li>British Columbia Open Data <a href=\"http:\/\/www.data.gov.bc.ca\/dbc\/geographic\/index.page?WT.svl=Breadcrumb\" target=\"_blank\">http:\/\/www.data.gov.bc.ca\/dbc\/geographic\/index.page?WT.svl=Breadcrumb<\/a><\/li>\n<li>Canada wide data offered by the Canadian government in file formats compatible with QGIS and ArcGIS. <a href=\"http:\/\/geogratis.cgdi.gc.ca\/\" target=\"_blank\">http:\/\/geogratis.cgdi.gc.ca\/<\/a><\/li>\n<\/ul>\n<p>There are far more available online, and they will\u00a0change rapidly. There is increasing expectation that data should be made publicly available.<\/p>\n<h2>Ethical Considerations<\/h2>\n<p>When creating maps and interacting with\u00a0spatial data, ethical considerations\u00a0are required. It is important to consider what is and is not being represented on a map, and who and who is not being represented in a data set.\u00a0Geospatial information is inherently sensitive because it is tied to specific locations and people. When building applications that collect or share personal information, it is important to consider whether\u00a0the people who are being represented\u00a0know that their information is being used and\u00a0how it is being used. \u00a0Privacy of information laws must\u00a0be considered. \u00a0(To read more about the ethical implications of mapping, see Crampton, 2010.)<\/p>\n<h2>References<\/h2>\n<p>Crampton, J. 2010, <em class=\"Italic\">Mapping: A Critical Introduction to Cartography and GIS, <\/em>First edn, Wiley-Blackwell.<\/p>\n<p>Dodge, M., McDerby, M. &amp; Turner, M. 2008, <em class=\"Italic\">Geographic visualization : concepts, tools and applications, <\/em>Wiley, Chichester, England ; Hoboken, NJ.<\/p>\n<p>Dykes, J., MacEachren, A.M. &amp; Kraak, M.J. 2005, <em class=\"Italic\">Exploring geovisualization, <\/em>1st edn, Elsevier, Amsterdam.<\/p>\n<p>Elwood, S. &amp; Leszczynski, A. 2013, &#8220;New spatial media, new knowledge politics&#8221;,\u00a0<em class=\"Italic\">Transactions of the Institute of British Geographers,\u00a0<\/em>vol. 38, no. 4, pp. 544-559.<\/p>\n<p>G\u00e4rtner, G., Cartwright, W. &amp; Peterson, M.P. 2007, <em class=\"Italic\">Location based services and telecartography, <\/em>Springer, Berlin.<\/p>\n<p>Jiang, B. &amp; Yao, X. 2007, &#8220;Location based services and GIS in perspective&#8221; in <em class=\"Italic\">Location based services and telecartography<\/em>, eds. G. G\u00e4rtner, W. Cartwright &amp; M.P. Peterson, Springer, Berlin, pp. 27.<\/p>\n<p>Kraak, M.J. &amp; MacEachren, A.M. 2005, &#8220;Geovisualization and GIScience&#8221;, <em class=\"Italic\">Cartography and Geographic Information Science, <\/em>vol. 32, no. 2, pp. 67-67.<\/p>\n<p>Leszczynski, A. &amp; Wilson, M.W. 2013, &#8220;Theorizing the geoweb&#8221;,\u00a0<em class=\"Italic\">GeoJournal,\u00a0<\/em>.<\/p>\n<p>Longley, P., Goodchild, M., Maguire, D. &amp; Rhind, D. 2005, <em class=\"Italic\">Geographic Information Systems and Science, <\/em>John Wiley and Sons, England.<\/p>\n<p>MacEachren, A.M. &amp; Kraak, M.J. 2001, &#8220;Research challenges in geovisualization&#8221;, <em class=\"Italic\">Cartography and Geographic Information Science, <\/em>vol. 28, no. 1, pp. 3-12.<\/p>\n<p>Slocum, T., McMaster, R., Kessler, F. &amp; Howard, H. 2009, <em class=\"Italic\">Thematic cartography and geographic visualization, <\/em>3rd edn, Pearson\/Prentice Hall, Upper Saddle River, NJ.<\/p>\n<h2>Suggested readings<\/h2>\n<p>Cartography. 2005. Deetz C. H. US. Coast and Geodetic Survey. University Press of the Pacific.<\/p>\n<p>Elements of Cartography. 1995. Robinson. A. H. Morrison J. L. Muehrcke P. C. A. Kimerling. J, Guptill. S. C. Wiley.<\/p>\n<p>Making Maps, Second Edition: A Visual Guide to Map Design for GIS. 2011. Krygier. J. and Wood. D., The Guilford Press.<\/p>\n<p>Thematic Cartography and Geovisualization. 2008. Slocum. T. A. McMaster. R. B. Kessler. F. C. and Howard. H. H., Prentice Hall.<\/p>\n<p>&nbsp;<\/p>\n<hr class=\"before-footnotes clear\" \/><div class=\"footnotes\"><ol><li id=\"footnote-200-1\">Modeling the Distribution of Geodia Sponges and Sponge Grounds in the Northwest Atlantic <a href=\"http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0082306#pone-0082306-g011\" target=\"_blank\">http:\/\/www.plosone.org\/article\/info%3Adoi%2F10.1371%2Fjournal.pone.0082306#pone-0082306-g011<\/a> <a href=\"#return-footnote-200-1\" class=\"return-footnote\" aria-label=\"Return to footnote 1\">&crarr;<\/a><\/li><li id=\"footnote-200-2\">Examples of how the government of British Columbia uses remote sensing can be found at <a href=\"http:\/\/www.for.gov.bc.ca\/hts\/rs\/\" target=\"_blank\">http:\/\/www.for.gov.bc.ca\/hts\/rs\/<\/a> <a href=\"#return-footnote-200-2\" class=\"return-footnote\" aria-label=\"Return to footnote 2\">&crarr;<\/a><\/li><li id=\"footnote-200-3\">Examples of how the government of Canada uses remote sensing can be found at <a href=\"http:\/\/www.nrcan.gc.ca\/forests\/remote-sensing\/13429\" target=\"_blank\">http:\/\/www.nrcan.gc.ca\/forests\/remote-sensing\/13429<\/a> <a href=\"#return-footnote-200-3\" class=\"return-footnote\" aria-label=\"Return to footnote 3\">&crarr;<\/a><\/li><\/ol><\/div>","protected":false},"author":37,"menu_order":1,"template":"","meta":{"pb_show_title":"on","pb_short_title":"","pb_subtitle":"","pb_authors":[],"pb_section_license":""},"back-matter-type":[26],"contributor":[],"license":[],"class_list":["post-200","back-matter","type-back-matter","status-publish","hentry","back-matter-type-appendix"],"_links":{"self":[{"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/pressbooks\/v2\/back-matter\/200","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/pressbooks\/v2\/back-matter"}],"about":[{"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/wp\/v2\/types\/back-matter"}],"author":[{"embeddable":true,"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/wp\/v2\/users\/37"}],"version-history":[{"count":17,"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/pressbooks\/v2\/back-matter\/200\/revisions"}],"predecessor-version":[{"id":1280,"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/pressbooks\/v2\/back-matter\/200\/revisions\/1280"}],"metadata":[{"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/pressbooks\/v2\/back-matter\/200\/metadata\/"}],"wp:attachment":[{"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/wp\/v2\/media?parent=200"}],"wp:term":[{"taxonomy":"back-matter-type","embeddable":true,"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/pressbooks\/v2\/back-matter-type?post=200"},{"taxonomy":"contributor","embeddable":true,"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/wp\/v2\/contributor?post=200"},{"taxonomy":"license","embeddable":true,"href":"https:\/\/opentextbc.ca\/geography\/wp-json\/wp\/v2\/license?post=200"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}