{"id":135,"date":"2018-09-21T14:13:56","date_gmt":"2018-09-21T14:13:56","guid":{"rendered":"http:\/\/agiot.inesctec.pt\/?page_id=135"},"modified":"2018-11-15T18:19:02","modified_gmt":"2018-11-15T18:19:02","slug":"agiot-solution","status":"publish","type":"page","link":"https:\/\/agiot.inesctec.pt\/index.php\/agiot-solution\/","title":{"rendered":"AgIoT &#8211; Solution"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>AgIoT is modular and open source IoT solution for agrofood domain. AgIoT is open source IoT solution that can be applied to the domain of Agrifood, that is interoperable with ISOBUS and FIWARE standards and portable solutions for different contexts application.<\/p>\n<p><span style=\"font-weight: 400;\">AgIoT module with\u00a0Sensor Add-on\u00a0 will enable: \u00a0\u00a0<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Update agricultural machinery and tools to acquired crop (Canopy, Water Stress,..) information during their normal operation <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Update agricultural machinery and tools with variable rate technologies for higher levels of precision during the fertilization and spraying treatments. \u00a0(by using geolocalisation, including Galileo and EGNOS (the European Geostationary Navigation Overlay Service) receivers. <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Conventional agricultural machinery and implements to operate under prescription maps (ISO-XML files) obtained from FMIS and DSS apps.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Old agricultural machinery and tools understand prescription maps (ISO-XML files) obtained from FMIS and DSS apps. <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">on IOT farm structure (interoperable standards) where any standard ag sensor and actuator may be connect to acquire information about soil, water, macro-nutrientes, crops \u00a0(connected systems can talk to each other)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">In-field real time monitoring of pests and diseases <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Alerts concerning insufficient water level in the field and precision irrigation <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">LoRan, NB-IOT and WiFi infrastructure in all farm pilot<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Introduce optical sensors to monitor crop growth and phenology.<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Develop decision support systems for optimization of water and energy usage <\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Using the Sensor Add-on identified above, the following parameters for field monitoring can be measured:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">irrigation scheduling (frequency and duration of watering)<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">NPK quantification <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Dynamic of Canopy Size and shape<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Soil moisture<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Soil temperature<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Rainfall<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Wind<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Sunlight<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Chlorophyll Concentration Index<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Leaf wetness<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Air Temperature<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Relative Humidity<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Soil pH<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Crop reflectance and vegetation indices (e.g. NDVI\/EVI\/EVA<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Radiation (PAR included)PAR<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Lef area index LAI<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Plant diseases and main vectors detection <\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Biomass and yield and production related parameters<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Product quality analysis<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Soil analysis for macronutrients and minerals<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Crop growth, canopy dynamics and phenology<\/span><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-182 aligncenter\" src=\"http:\/\/agiot.inesctec.pt\/wp-content\/uploads\/2018\/09\/samr.png\" alt=\"\" width=\"625\" height=\"339\" srcset=\"https:\/\/agiot.inesctec.pt\/wp-content\/uploads\/2018\/09\/samr.png 1379w, https:\/\/agiot.inesctec.pt\/wp-content\/uploads\/2018\/09\/samr-300x163.png 300w, https:\/\/agiot.inesctec.pt\/wp-content\/uploads\/2018\/09\/samr-768x417.png 768w, https:\/\/agiot.inesctec.pt\/wp-content\/uploads\/2018\/09\/samr-1024x555.png 1024w, https:\/\/agiot.inesctec.pt\/wp-content\/uploads\/2018\/09\/samr-30x16.png 30w\" sizes=\"auto, (max-width: 625px) 100vw, 625px\" \/><\/p>\n<p>This modular and open-source IoT based technologies (AgIoT) can upgrade conventional machinery with variable rate technologies (relevant for small farmers) to reach higher levels of precision during the fertilization and spraying treatments. (AgIoT) IoT is being developed considering open source farm structure (interoperable standards) where any standard ag sensor and actuator may be connect to acquire ag information (soil, weather, water, macro-nutrientes, crops, pest and diseases, vegetation dynamics) in static farm spots or during machinery operations. ).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; &nbsp; AgIoT is modular and open source IoT solution for agrofood domain. AgIoT is open source IoT solution that can be applied to the domain of Agrifood, that is interoperable with ISOBUS and FIWARE standards and portable solutions for different contexts application. AgIoT module with\u00a0Sensor Add-on\u00a0 will enable: \u00a0\u00a0 Update agricultural machinery and tools [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":126,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-135","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages\/135","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/comments?post=135"}],"version-history":[{"count":7,"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages\/135\/revisions"}],"predecessor-version":[{"id":211,"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/pages\/135\/revisions\/211"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/media\/126"}],"wp:attachment":[{"href":"https:\/\/agiot.inesctec.pt\/index.php\/wp-json\/wp\/v2\/media?parent=135"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}