{"id":424,"date":"2023-01-30T10:32:52","date_gmt":"2023-01-30T09:32:52","guid":{"rendered":"https:\/\/newis.smartfox-adtech.ch\/?page_id=424"},"modified":"2023-04-12T16:03:22","modified_gmt":"2023-04-12T14:03:22","slug":"gis-data-minig","status":"publish","type":"page","link":"https:\/\/newis.ch\/en\/gis-data-minig\/","title":{"rendered":"GIS data mining"},"content":{"rendered":"\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_section-7466a5d26777b6177bf573426ea74a12\">\n.avia-section.av-av_section-7466a5d26777b6177bf573426ea74a12{\nbackground-repeat:no-repeat;\nbackground-image:url(https:\/\/newis.ch\/wp-content\/uploads\/2023\/01\/background-header-home.jpg);\nbackground-position:50% 100%;\nbackground-attachment:scroll;\n}\n<\/style>\n<div id='av_section_1'  class='avia-section av-av_section-7466a5d26777b6177bf573426ea74a12 main_color avia-section-default avia-no-border-styling  avia-builder-el-0  el_before_av_section  avia-builder-el-first  avia-full-stretch avia-bg-style-scroll av-minimum-height av-minimum-height-25 av-height-25  container_wrap fullsize'  data-section-bg-repeat='stretch' data-av_minimum_height_pc='25' data-av_min_height_opt='25'><div class='container av-section-cont-open' ><main  role=\"main\" itemprop=\"mainContentOfPage\"  class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-424'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-av_one_full-4b0ba194797d5d2e221d71e600ccaa7f av_one_full  avia-builder-el-1  avia-builder-el-no-sibling  first no_margin flex_column_div  '     ><p>\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-lg3rvmld-e5d855f5b8796a28560a00f1da6b0789\">\n#top .av-special-heading.av-lg3rvmld-e5d855f5b8796a28560a00f1da6b0789{\npadding-bottom:10px;\ncolor:#ffffff;\n}\nbody .av-special-heading.av-lg3rvmld-e5d855f5b8796a28560a00f1da6b0789 .av-special-heading-tag .heading-char{\nfont-size:25px;\n}\n.av-special-heading.av-lg3rvmld-e5d855f5b8796a28560a00f1da6b0789 .special-heading-inner-border{\nborder-color:#ffffff;\n}\n.av-special-heading.av-lg3rvmld-e5d855f5b8796a28560a00f1da6b0789 .av-subheading{\nfont-size:15px;\n}\n<\/style>\n<div  class='av-special-heading av-lg3rvmld-e5d855f5b8796a28560a00f1da6b0789 av-special-heading-h1 custom-color-heading blockquote modern-quote modern-centered  avia-builder-el-2  el_before_av_hr  avia-builder-el-first '><h1 class='av-special-heading-tag'  itemprop=\"headline\"  >Spatial data mining for GIS<\/h1><div class=\"special-heading-border\"><div class=\"special-heading-inner-border\"><\/div><\/div><\/div><br \/>\n\n<style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_hr-50edc9949d927eab467680f201044eec\">\n#top .hr.hr-invisible.av-av_hr-50edc9949d927eab467680f201044eec{\nheight:25px;\n}\n<\/style>\n<div  class='hr av-av_hr-50edc9949d927eab467680f201044eec hr-invisible  avia-builder-el-3  el_after_av_heading  avia-builder-el-last '><span class='hr-inner '><span class=\"hr-inner-style\"><\/span><\/span><\/div><\/p><\/div><\/div><\/div><\/main><!-- close content main element --><\/div><\/div><div id='av_section_2'  class='avia-section av-av_section-f716ba51e7bf82947c918c6ed882cb73 main_color avia-section-default avia-no-border-styling  avia-builder-el-4  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-424'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-av_one_third-7714eba142aeda1f8b5272a3c372b279 av_one_third  avia-builder-el-5  el_before_av_one_third  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-lg3rw2ex-f057fc6ac7d77f5b4cc7a734f673553c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Geographic data (geodata) is information that is linked to a specific geographic location on the surface of the Earth. It may include data on topography, administrative boundaries, natural resources, land use, vegetation, transportation networks, urban areas, natural hazard zones, and many other geographic features.<\/p>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_third-f1c518e9ff58e869f80c8f093487abc9 av_one_third  avia-builder-el-7  el_after_av_one_third  el_before_av_one_third  flex_column_div  '     ><section  class='av_textblock_section av-lg3rw5zm-b4b7fc27f697454b08fbafa0fec241ce '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Geodata is collected using various data collection technologies such as levels, total stations, GPS\/GNSS antennas, lasers, and drones equipped with measurement sensors. Geodata is often stored in geographic information systems (GIS) for visualization, analysis, and management. GIS is specialized software that allows the creation of maps and models using geodata.<\/p>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_third-f1c518e9ff58e869f80c8f093487abc9 av_one_third  avia-builder-el-9  el_after_av_one_third  avia-builder-el-last  flex_column_div  '     ><section  class='av_textblock_section av-lg3rwdp4-7673d7028ce04a6605bded619dbe5e1e '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Geodata is used in many fields such as urban planning, land management, natural resource management, risk management, environmental monitoring, navigation, agriculture, industry, public services, and many others.<\/p>\n<p>Geodata has become an important resource for many businesses and organizations that use this data to make informed decisions and optimize their operations based on geographic location.<\/p>\n<\/div><\/section><\/div>\n<\/p>\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_3'  class='avia-section av-av_section-f716ba51e7bf82947c918c6ed882cb73 main_color avia-section-default avia-no-border-styling  avia-builder-el-11  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-424'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-av_one_full-7714eba142aeda1f8b5272a3c372b279 av_one_full  avia-builder-el-12  avia-builder-el-no-sibling  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_image-c4383dbff1f64c26b869dabbd6d57b3c\">\n.avia-image-container.av-av_image-c4383dbff1f64c26b869dabbd6d57b3c img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-av_image-c4383dbff1f64c26b869dabbd6d57b3c .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-av_image-c4383dbff1f64c26b869dabbd6d57b3c av-styling- avia-align-center  avia-builder-el-13  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-388 avia-img-lazy-loading-not-388 avia_image ' src=\"https:\/\/newis.ch\/wp-content\/uploads\/2023\/01\/titre-image.png\" alt='' title=''  height=\"185\" width=\"43\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_4'  class='avia-section av-av_section-f716ba51e7bf82947c918c6ed882cb73 main_color avia-section-default avia-no-border-styling  avia-builder-el-14  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-424'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-av_one_full-7714eba142aeda1f8b5272a3c372b279 av_one_full  avia-builder-el-15  el_before_av_one_half  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-lg3rwkiy-32e4a9e1ca37a6bc875f5b4ef341b92d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\">There are many sources of geodata, which can be classified into two major categories:<\/p>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_half-7714eba142aeda1f8b5272a3c372b279 av_one_half  avia-builder-el-17  el_after_av_one_full  el_before_av_one_half  first flex_column_div  column-top-margin'     ><section  class='av_textblock_section av-lg3rwrmo-b79b49403eb987c43659a44a10b03b75 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Official sources:<\/p>\n<ul>\n<li>National governments and local authorities often provide official geographic data, such as cadastral data, census data, topographic data, and environmental data. Examples in the canton of Neuch\u00e2tel include SITN and the cantonal statistics office.<\/li>\n<li>National geospatial agencies, such as Swisstopo, produce topographic maps, satellite images, and other geographic data. The recent free dissemination of this data is a major asset for GIS.<\/li>\n<li>International organizations (WHO, UN, FAO) provide geographic data on the environment, food security, public health, and other areas of global interest. These data are more difficult to use in a communal context and should be used with caution.<\/li>\n<\/ul>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_half-f1c518e9ff58e869f80c8f093487abc9 av_one_half  avia-builder-el-19  el_after_av_one_half  el_before_av_one_full  flex_column_div  column-top-margin'     ><section  class='av_textblock_section av-lg3rwwkx-089d8603d6c5ff1c95a7ed9d1f2f4c16 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p>Unofficial sources:<\/p>\n<ul>\n<li>Geodata produced by surveying of the surveyor.<\/li>\n<li>Private companies, such as telecommunications companies and transport companies, often collect geographic data for their own use, but may also make it available to the public.<\/li>\n<li>Online communities, such as discussion forums and social networks, can provide informal geographic data, such as geotagged photos and comments on places of interest.<\/li>\n<li>Crowdsourcing projects, such as OpenStreetMap, allow users to collect and share geographic data.<\/li>\n<li>Satellite images, aerial photographs, and radar data are often accessible from commercial and academic sources.<\/li>\n<\/ul>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_full-7714eba142aeda1f8b5272a3c372b279 av_one_full  avia-builder-el-21  el_after_av_one_half  avia-builder-el-last  first flex_column_div  column-top-margin'     ><section  class='av_textblock_section av-lg3rx36m-dc168fae7d101d70b5e28af2497062a0 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><p style=\"text-align: center;\">Our team of geomaticians carries out geodata digitization work by maximizing the use of existing information sources.<\/p>\n<\/div><\/section><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_5'  class='avia-section av-av_section-f716ba51e7bf82947c918c6ed882cb73 main_color avia-section-default avia-no-border-styling  avia-builder-el-23  el_after_av_section  el_before_av_section  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-424'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-av_one_full-7714eba142aeda1f8b5272a3c372b279 av_one_full  avia-builder-el-24  avia-builder-el-no-sibling  first flex_column_div  '     ><style type=\"text\/css\" data-created_by=\"avia_inline_auto\" id=\"style-css-av-av_image-c4383dbff1f64c26b869dabbd6d57b3c\">\n.avia-image-container.av-av_image-c4383dbff1f64c26b869dabbd6d57b3c img.avia_image{\nbox-shadow:none;\n}\n.avia-image-container.av-av_image-c4383dbff1f64c26b869dabbd6d57b3c .av-image-caption-overlay-center{\ncolor:#ffffff;\n}\n<\/style>\n<div  class='avia-image-container av-av_image-c4383dbff1f64c26b869dabbd6d57b3c av-styling- avia-align-center  avia-builder-el-25  avia-builder-el-no-sibling '   itemprop=\"image\" itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/ImageObject\" ><div class=\"avia-image-container-inner\"><div class=\"avia-image-overlay-wrap\"><img decoding=\"async\" fetchpriority=\"high\" class='wp-image-388 avia-img-lazy-loading-not-388 avia_image ' src=\"https:\/\/newis.ch\/wp-content\/uploads\/2023\/01\/titre-image.png\" alt='' title=''  height=\"185\" width=\"43\"  itemprop=\"thumbnailUrl\"  \/><\/div><\/div><\/div><\/div>\n\n<\/div><\/div><\/div><!-- close content main div --><\/div><\/div><div id='av_section_6'  class='avia-section av-av_section-f716ba51e7bf82947c918c6ed882cb73 main_color avia-section-default avia-no-border-styling  avia-builder-el-26  el_after_av_section  avia-builder-el-last  avia-bg-style-scroll container_wrap fullsize'  ><div class='container av-section-cont-open' ><div class='template-page content  av-content-full alpha units'><div class='post-entry post-entry-type-page post-entry-424'><div class='entry-content-wrapper clearfix'>\n<div  class='flex_column av-av_one_fourth-7714eba142aeda1f8b5272a3c372b279 av_one_fourth  avia-builder-el-27  el_before_av_one_fourth  avia-builder-el-first  first flex_column_div  '     ><section  class='av_textblock_section av-lg3rxkvi-fed73eb3ba77c989fb38db1e64c3c353 '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Data entry<\/h3>\n<p>Entry of data collected in the field and from various stakeholders in order to materialize the land on computer support. Our teams, their experience, and their knowledge of the trades are at your disposal to provide you with a consistent, sustainable, and quality geodata basis.<\/p>\n<h3>Archival data entry<\/h3>\n<p>Entry of data from old paper plans in order to centralize all this information and computerize it, ensuring its sustainability and easy accessibility. No more accumulation of paper plans, binders, sketches, and various documents. Our collaborative and human approach makes it possible to collect valuable information held in the memory of employees and materialize it.<\/p>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_fourth-f1c518e9ff58e869f80c8f093487abc9 av_one_fourth  avia-builder-el-29  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  '     ><section  class='av_textblock_section av-lg3rywgp-29239fd4393bbd5f51404413e18bc90c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Data normalization<\/h3>\n<p>Data entry in compliance with current standards as well as constraints specific to each company. In partnership with your project managers, we build the databases you need. We also provide you with our experience by giving you the benefit of synergies with other clients.<\/p>\n<h3>Collection of existing data<\/h3>\n<p>Ordering and exploiting geodata from official or unofficial sources. Today, there are many geodata accessible to everyone and often sufficient to produce a spatial analysis on your territory.<\/p>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_fourth-f1c518e9ff58e869f80c8f093487abc9 av_one_fourth  avia-builder-el-31  el_after_av_one_fourth  el_before_av_one_fourth  flex_column_div  '     ><section  class='av_textblock_section av-lg3rzmik-62418f0c63e96f95db0de0b09c91fd2d '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Data valorization<\/h3>\n<p>Data exploitation in order to fully utilize the power of information that is centralized and well-structured on a daily basis. Valorization is one of the main objectives of the previous data digitization work. We guide you in the valorization of your data and provide essential keys for decision-making. The objective responds to the following adage: a map is worth a thousand words! This know-how is the result of management and planning experiences within large client companies.<\/p>\n<\/div><\/section><\/div><div  class='flex_column av-av_one_fourth-f1c518e9ff58e869f80c8f093487abc9 av_one_fourth  avia-builder-el-33  el_after_av_one_fourth  avia-builder-el-last  flex_column_div  '     ><section  class='av_textblock_section av-lg3s058x-f9fe25270b7552ecddb194fbfb698b9c '   itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/CreativeWork\" ><div class='avia_textblock'  itemprop=\"text\" ><h3>Statistics &amp; reporting<\/h3>\n<p>Data processing enabling continuous and reliable responses to questions from executives and policymakers. Statistics and reporting are the result of a major digitization investment. In addition to classical results, we can present relevant statistics to offer you better perspectives.<\/p>\n<p>Today&#8217;s corporate organization favors asset management for the optimization of financing related to heritage.<\/p>\n<\/div><\/section><\/div>\n\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-424","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Spatial data mining for GIS<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/newis.ch\/en\/gis-data-minig\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta 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