{"id":1268,"date":"2022-11-11T15:30:56","date_gmt":"2022-11-11T14:30:56","guid":{"rendered":"https:\/\/wsc-regexperts.com\/en\/?page_id=1268"},"modified":"2024-06-28T12:14:30","modified_gmt":"2024-06-28T10:14:30","slug":"automated-landscape-digitisation","status":"publish","type":"page","link":"https:\/\/wsc-regexperts.com\/en\/software-and-databases\/software\/automated-landscape-digitisation\/","title":{"rendered":"ALDiS &#8211; Automated landscape digitisation using machine learning"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">ALDiS &#8211; Automated digitisation of large-scale landscapes<\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"ignition-responsive-embed\"><iframe loading=\"lazy\" title=\"Automated landscape digitisation with ALDiS: Boundary detection\" width=\"850\" height=\"478\" src=\"https:\/\/www.youtube.com\/embed\/T5JL4LC1glY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe><\/div>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Are you tired of manual digitisation of large landscapes? Why not use automated digitisation systems? We developed a new automated digitisation system based on the latest artificial intelligence computer methods: ALDiS (<strong>A<\/strong>utomated <strong>L<\/strong>andscape <strong>Di<\/strong>gitisation <strong>S<\/strong>ystem). While other systems apply segmentation methods to identify fields, settlements or forest or other features, our approach follows the way we humans see landscapes. We see the e.g. the field and not a bunch of more or less similar pixles. Time consuming post-processing of geometries has previously often has been necessary. With our new, artificial intelligence based approach, much less manual correction is needed, if any. Clear boundaries are detected and even small features such as roads are recognised. Automatically extracted field boundaries are as accurate as human interpretation. Our autmated digitisation system can be applied to various areas of GIS modelling, such as agricultural field mapping, environmental monitoring, public infrastructure and much more.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><tbody><tr><td><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"100\" class=\"wp-image-1317\" style=\"width: 150px;\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/aldis1.png\" alt=\"\"><\/td><td><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"100\" class=\"wp-image-1313\" style=\"width: 150px;\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/aldis_2.png\" alt=\"\"><\/td><td><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"100\" class=\"wp-image-1316\" style=\"width: 150px;\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/aldis3.png\" alt=\"\"><\/td><td><img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"94\" class=\"wp-image-1315\" style=\"width: 150px;\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/aldis_4.png\" alt=\"\"><\/td><\/tr><tr><td><strong>Highly-accurate boundaries<\/strong><br>Clear boundaries are detected even for small features such as roads.<\/td><td><strong>Applicability<\/strong><br>ALDiS is applicable to various imagery with different resolution (Satellite, aircraft, drones).<\/td><td><strong>Object-based solutions<\/strong><br>ALDiS can be applied to small-sized, specific objects along with the landscapes.<\/td><td><strong>Change detection<\/strong><br>Trained model with ALDiS can effectively automate time-series data analysis.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">See <a href=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/SETAC2023_Poster_Automated_landscape_digitisation_ALDiS_FINAL.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">this poster with an application of ALDiS, presentd at the SETAC Europe conference (2023)<\/a> or the following examples produced by the automatic recognition system:<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1450\" height=\"903\" data-id=\"1272\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/Tueringen_arable_aerialimagery.jpg\" alt=\"\" class=\"wp-image-1272\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1450\" height=\"904\" data-id=\"1271\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/Tueringen_arable_classification.jpg\" alt=\"\" class=\"wp-image-1271\"\/><figcaption class=\"wp-element-caption\">Automated digitisation of arable land.<\/figcaption><\/figure>\n<\/figure>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2559\" height=\"2457\" data-id=\"1274\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/Tueringen_5_aerialimage.jpg\" alt=\"\" class=\"wp-image-1274\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2559\" height=\"2457\" data-id=\"1273\" src=\"https:\/\/wsc-regexperts.com\/en\/wp-content\/uploads\/Tueringen_5_classification.jpg\" alt=\"\" class=\"wp-image-1273\"\/><figcaption class=\"wp-element-caption\">Automated digitisation (classes: arable land, grassland, forest)<\/figcaption><\/figure>\n<\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n","protected":false},"excerpt":{"rendered":"<p>An automated landscape digitisation system based on artificial intelligence methods make it possible to efficiently digitise large landscapes.<\/p>\n","protected":false},"author":1,"featured_media":1275,"parent":437,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1268","page","type-page","status-publish","has-post-thumbnail","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/1268","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/comments?post=1268"}],"version-history":[{"count":9,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/1268\/revisions"}],"predecessor-version":[{"id":1319,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/1268\/revisions\/1319"}],"up":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/pages\/437"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/media\/1275"}],"wp:attachment":[{"href":"https:\/\/wsc-regexperts.com\/en\/wp-json\/wp\/v2\/media?parent=1268"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}