Creation of a support system for agrotechnical measures in crop production based on a set of monitoring systems and artificial intelligence methods that ensure increased efficiency of forage agricultural production.<\/p>\n
Expected results: <\/span><\/span><\/p>\n 1. A prototype of an unmanned aerial platform and associated mounted and ground equipment for agricultural fields monitoring and obtained data processing.<\/span><\/span><\/p>\n 2. Methods, algorithms and software for data and images processing from the UAP to solve problems of flight planning, monitoring and agricultural fields mapping\u00a0 involved in the production of plant feed.<\/span><\/span><\/p>\n 3. Technical documentation and user documentation to ensure the use of the system.<\/span><\/span><\/p>\n 4. Recommendations for specialists training in the field of monitoring and forecasting system usage.<\/span><\/span><\/p>\n 1. Comprehensive integrated monitoring using multi-altitude remote sensing.<\/p>\n 2.\u00a0Wide application of machine learning methods for identification, classification and yield forecasting.<\/p>\n 3.\u00a0Use of planning flights methods with artificial intelligence algorithms.<\/p>\n 4. Methods and technical means of using UAVs for low-altitude monitoring, methods of yield forecasting and development of crops based on machine learning models, data analysis system and displaing the results of monitoring and forecasting.<\/span><\/span><\/span><\/p>\n 1. The reduction of costs for herbicides and fertilizers in Kazakhstan, can be up to 1,500 tenge per hectare or more when using no-till, strip-till technologies (soil cultivation without plowing);<\/p>\n 2. Reducing the cost of production, for example, for rapeseed to $240 per hectare;<\/p>\n 3. Reducing costs for field monitoring.<\/p>\n Ecological effect:<\/strong> reduction the amount of herbicides\/pesticides and fertilizers used.<\/span><\/span> Social effect<\/strong>: increasing the educational level of specialists and the emergence of new professions that lie at the intersection of data science, agriculture and robotics<\/span><\/span><\/p>\n Agroholdings, farms and peasant farms, small and medium-sized businesses;<\/span><\/span> scientists and specialists in the field of agro-industry, information systems and artificial intelligence;<\/span><\/span> research organizations and universities.<\/span><\/span><\/p>\n University of Zilina (Slovakia), Federal Research Center of Russian Federation «V.V. Dokuchaev Soil Institute», Space Research Institute of Russian Academy of Sciences<\/p>\n \u0422\u041e\u041e: \u00abFlyCam\u00bb, \u00abAitasAgro\u00bb, \u00ab\u041f\u043e\u0431\u0435\u0434\u0430\u00bb \u00ab\u0422\u0430\u0443\u0435\u043b\u0441\u044b\u0437\u0434\u044b\u043a\u00bb<\/p>\n","protected":false},"excerpt":{"rendered":" The goal of the program: Creation of a support system for agrotechnical measures in crop production based on a set […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-122","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"http:\/\/agroscope.app\/index.php?rest_route=\/wp\/v2\/pages\/122","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/agroscope.app\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"http:\/\/agroscope.app\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"http:\/\/agroscope.app\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/agroscope.app\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=122"}],"version-history":[{"count":9,"href":"http:\/\/agroscope.app\/index.php?rest_route=\/wp\/v2\/pages\/122\/revisions"}],"predecessor-version":[{"id":132,"href":"http:\/\/agroscope.app\/index.php?rest_route=\/wp\/v2\/pages\/122\/revisions\/132"}],"wp:attachment":[{"href":"http:\/\/agroscope.app\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=122"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}Fundamental differences of design solution<\/h2>\n
Economic effect<\/b><\/h2>\n
Application areas<\/span><\/span><\/h2>\n
Foreign partners (universities and scientists)<\/b><\/h2>\n
Business partners<\/b><\/h3>\n