{"id":251,"date":"2020-09-09T17:33:00","date_gmt":"2020-09-09T15:33:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=251"},"modified":"2026-09-13T10:54:27","modified_gmt":"2026-09-13T08:54:27","slug":"tiheysanturiin-perustuvat-teknologiat-tasmaviljelyssa","status":"publish","type":"post","link":"https:\/\/geopard.tech\/fin\/blog\/density-sensor-based-technologies-in-precision-farming\/","title":{"rendered":"Tiheysanturipohjaiset teknologiat t\u00e4sm\u00e4viljelyss\u00e4"},"content":{"rendered":"<p class=\"wp-block-paragraph\">GeoPard parantaa jatkuvasti valmiuksiaan k\u00e4sitell\u00e4 erityyppisi\u00e4 kentt\u00e4datajoukkoja. Analytiikkaydin tukee tiheit\u00e4 anturidatajoukkoja jatkotutkimusta ja kentt\u00e4tietojen ker\u00e4\u00e4mist\u00e4 varten.<\/p>\r\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11108\" class=\"elementor elementor-11108\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-3a833ea e-flex e-con-boxed e-con e-parent\" data-id=\"3a833ea\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-63071bd elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"63071bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Kuvaruselli\" dir=\"ltr\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1\/3\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-4-1.webp?fit=998%2C607&#038;ssl=1\" alt=\"raakadataa maatalouskent\u00e4st\u00e4\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2\/3\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-5-1.webp?fit=999%2C630&#038;ssl=1\" alt=\"maatalouspellon k\u00e4sitellyt matalat tiedot\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3\/3\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__image-1-1-1.webp?fit=1002%2C609&#038;ssl=1\" alt=\"pelto, jolla on matalaa maatalousdataa\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-left\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 504C119 504 8 393 8 256S119 8 256 8s248 111 248 248-111 248-248 248zm28.9-143.6L209.4 288H392c13.3 0 24-10.7 24-24v-16c0-13.3-10.7-24-24-24H209.4l75.5-72.4c9.7-9.3 9.9-24.8.4-34.3l-11-10.9c-9.4-9.4-24.6-9.4-33.9 0L107.7 239c-9.4 9.4-9.4 24.6 0 33.9l132.7 132.7c9.4 9.4 24.6 9.4 33.9 0l11-10.9c9.5-9.5 9.3-25-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-right\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm-28.9 143.6l75.5 72.4H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h182.6l-75.5 72.4c-9.7 9.3-9.9 24.8-.4 34.3l11 10.9c9.4 9.4 24.6 9.4 33.9 0L404.3 273c9.4-9.4 9.4-24.6 0-33.9L271.6 106.3c-9.4-9.4-24.6-9.4-33.9 0l-11 10.9c-9.5 9.6-9.3 25.1.4 34.4z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">K\u00e4ytt\u00e4j\u00e4ll\u00e4 on p\u00e4\u00e4sy ominaisuuksiin, joilla h\u00e4n voi tuoda, visualisoida, analysoida ja tutkia georeferoitua tihe\u00e4\u00e4 dataa. N\u00e4it\u00e4 toimintoja tuetaan verkko-\/mobiilik\u00e4ytt\u00f6liittymien kautta.\u00a0<a href=\"https:\/\/geopard.tech\/fin\/api\/\">API<\/a>.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Analytiikkaominaisuudet kattavat:<\/p>\r\n\r\n\r\n\r\n<ol class=\"wp-block-list\">\r\n<li>Tuetut tietomuodot, kuten pisteet ja polygonit<\/li>\r\n<li>Anturidatan k\u00e4sittely datan korjaamiseksi ja yhten\u00e4isen pinnan luomiseksi pellon reunaa varten<\/li>\r\n<li>V\u00e4rimaailmojen mukauttaminen haluttujen v\u00e4rikoodien ja luokittelun asettamiseksi<\/li>\r\n<li>Hallintavy\u00f6hykkeiden luominen ja muuttuvan levitysm\u00e4\u00e4r\u00e4n edelleen luominen<\/li>\r\n<li>K\u00e4ytt\u00e4m\u00e4ll\u00e4 osana\u00a0<a href=\"\/fin\/blogi\/monikerroksinen-analytiikka\/\">monikerroksinen<\/a>\u00a0ja\u00a0<a href=\"https:\/\/geopard.tech\/fin\/blogi\/tasmaviljelyn-hallintavyohykkeet-satojen-optimoimiseksi\/\">ristikerroksia<\/a>\u00a0analytiikka<\/li>\r\n<\/ol>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"255\" data-permalink=\"https:\/\/geopard.tech\/fin\/blog\/density-sensor-based-technologies-in-precision-farming\/image-22-1\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?fit=1592%2C686&amp;ssl=1\" data-orig-size=\"1592,686\" data-comments-opened=\"1\" data-image-title=\"An example of Electrical Conductivity data collected by our partners.\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?fit=1024%2C441&amp;ssl=1\" class=\"alignnone wp-image-255\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?resize=810%2C349&#038;ssl=1\" alt=\"Esimerkki kumppaniemme ker\u00e4\u00e4m\u00e4st\u00e4 s\u00e4hk\u00f6njohtavuusdatasta. Tiheysanturipohjaiset teknologiat tarkkuusviljelyss\u00e4\" width=\"810\" height=\"349\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?resize=1024%2C441&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?resize=300%2C129&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?resize=768%2C331&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?resize=1536%2C662&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?resize=1200%2C517&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/image-22-1.png?w=1592&amp;ssl=1 1592w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><em>Esimerkki kumppaniemme ker\u00e4\u00e4mist\u00e4 s\u00e4hk\u00f6njohtavuustiedoista.<\/em><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Maatalouskonsulteille, agronomeille ja viljelij\u00f6ille se tarkoittaa, ett\u00e4 enemm\u00e4n pellolta ker\u00e4tty\u00e4 dataa voidaan tallentaa, analysoida ja k\u00e4ytt\u00e4\u00e4 p\u00e4ivitt\u00e4isess\u00e4 toiminnassa yhdess\u00e4 ratkaisussa, joka on helposti saatavilla tiedon tutkimiseen.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Paikallisille anturiyrityksille GeoPard on erinomainen ty\u00f6kalu, joka tukee n\u00e4iden yritysten ker\u00e4\u00e4m\u00e4n datan analysointia ja tarjoaa kontekstuaalista tietoa:\u00a0<a href=\"https:\/\/geopard.tech\/fin\/blogi\/r8yc32d9jc-monivuotiset-vyohykkeet\/\">historiallinen<\/a>\u00a0ja\u00a0<a href=\"https:\/\/geopard.tech\/fin\/blogi\/miten-satelliittikuvat-auttavat-sadon-seurannassa\/\">nykyinen satelliitti<\/a>\u00a0analyysi, topografinen kentt\u00e4profiili perustuu\u00a0<a href=\"https:\/\/geopard.tech\/fin\/blogi\/topografia-ja-korkoanalyysi-maatalousalueille\/\">kaukomittaus<\/a>\u00a0ja\u00a0<a href=\"https:\/\/geopard.tech\/fin\/blogi\/konetietoihin-perustuva-topografia\/\">konetiedot<\/a>.\u00a0<\/p>\r\n<p>Esimerkki t\u00e4llaisesta onnistuneesta yhteisty\u00f6st\u00e4 on GeoPardin integrointi\u00a0<a href=\"https:\/\/geopard.tech\/fin\/blogi\/o84fanejf1-kumppanuus-farmvun-kanssa\/\">FarmVU<\/a>\u00a0\u2013 maaper\u00e4n kosteusantureiden yritys.\u00a0<\/p>\r\n<h2>Mik\u00e4 on tiheysanturi?<\/h2>\r\n<p>Tiheysanturi on elektroninen laite, jota k\u00e4ytet\u00e4\u00e4n aineen tiheyden mittaamiseen eli massan m\u00e4\u00e4r\u00e4n mittaamiseen tilavuusyksikk\u00f6\u00e4 kohti. Se toimii havaitsemalla aineen l\u00e4pi kulkevan aallon paineen tai taajuuden muutoksia.<\/p>\r\n<p>Niit\u00e4 k\u00e4ytet\u00e4\u00e4n useilla eri teollisuudenaloilla, kuten elintarvike- ja juomateollisuudessa, l\u00e4\u00e4keteollisuudessa sek\u00e4 \u00f6ljy- ja kaasuteollisuudessa, tuotteiden yhdenmukaisen laadunvalvonnan varmistamiseksi.<\/p>\r\n<p>Esimerkiksi elintarviketeollisuudessa niit\u00e4 voidaan k\u00e4ytt\u00e4\u00e4 nestem\u00e4isten tuotteiden, kuten mehujen, siirappien ja kastikkeiden, tiheyden mittaamiseen sen varmistamiseksi, ett\u00e4 ne t\u00e4ytt\u00e4v\u00e4t tietyt maku- ja koostumusstandardit.<\/p>\r\n<p>\u00d6ljy- ja kaasuteollisuudessa niit\u00e4 k\u00e4ytet\u00e4\u00e4n nesteiden, kuten \u00f6ljyn, kaasun ja veden, tiheyden mittaamiseen niiden koostumuksen m\u00e4\u00e4ritt\u00e4miseksi ja tehokkaan uuttamisen varmistamiseksi. T\u00e4m\u00e4 tieto on t\u00e4rke\u00e4\u00e4 uutetun materiaalin m\u00e4\u00e4r\u00e4n ja arvon m\u00e4\u00e4ritt\u00e4miseksi.<\/p>\r\n<h2>Tiheysanturin rooli maataloudessa<\/h2>\r\n<p>Niill\u00e4 voi olla t\u00e4rke\u00e4 rooli maataloudessa tarjoamalla arvokasta tietoa maaper\u00e4n laadusta ja sadon terveydest\u00e4. N\u00e4m\u00e4 anturit mittaavat maaper\u00e4n tai kasvikudosten tiheytt\u00e4, mik\u00e4 voi osoittaa ravinnetasot, kosteuspitoisuuden ja muita t\u00e4rkeit\u00e4 tekij\u00f6it\u00e4, jotka vaikuttavat kasvien kasvuun ja satoon.<\/p>\r\n<p>Yksi tiheysantureiden sovellus maataloudessa on maaper\u00e4n analysointi. Mittaamalla maaper\u00e4n tiheytt\u00e4 viljelij\u00e4t voivat m\u00e4\u00e4ritt\u00e4\u00e4 sen rakenteen ja koostumuksen, mik\u00e4 voi auttaa heit\u00e4 tekem\u00e4\u00e4n p\u00e4\u00e4t\u00f6ksi\u00e4 lannoitteesta, kastelusta ja muista maaper\u00e4n hoitok\u00e4yt\u00e4nn\u00f6ist\u00e4.<\/p>\r\n<p>Esimerkiksi hiekkamailla on pienempi tiheys kuin savimailla, mik\u00e4 tarkoittaa, ett\u00e4 ne kuivuvat nopeammin ja saattavat vaatia useammin kastelua.<\/p>\r\n<p>Niit\u00e4 voidaan k\u00e4ytt\u00e4\u00e4 my\u00f6s kasvikudosten, kuten lehtien tai varsien, tiheyden mittaamiseen. N\u00e4m\u00e4 tiedot voivat auttaa viljelij\u00f6it\u00e4 tunnistamaan ravinnepuutteita tai muita ongelmia, jotka voivat vaikuttaa kasvien kasvuun. Esimerkiksi kasveilla, joilla on alhainen typpipitoisuus, on alhaisempi lehtitiheys kuin terveill\u00e4 kasveilla.<\/p>\r\n<p>Toinen tiheysantureiden sovellus maataloudessa on t\u00e4sm\u00e4viljely. K\u00e4ytt\u00e4m\u00e4ll\u00e4 traktoreihin tai droneihin asennettuja antureita viljelij\u00e4t voivat luoda pelloistaan yksityiskohtaisia karttoja, jotka n\u00e4ytt\u00e4v\u00e4t maaper\u00e4n tiheyden, kosteuspitoisuuden ja muiden tekij\u00f6iden vaihtelut.<\/p>\r\n<p>N\u00e4it\u00e4 tietoja voidaan k\u00e4ytt\u00e4\u00e4 sellaisten karttojen luomiseen, jotka ohjaavat lannoitteiden, torjunta-aineiden ja muiden panosten tarkkaa levityst\u00e4. T\u00e4m\u00e4 voi auttaa v\u00e4hent\u00e4m\u00e4\u00e4n j\u00e4tett\u00e4, parantamaan satoa ja suojelemaan ymp\u00e4rist\u00f6\u00e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>GeoPard parantaa jatkuvasti valmiuksiaan k\u00e4sitell\u00e4 erityyppisi\u00e4 kentt\u00e4data-aineistoja. Analytiikkaytimemme tukee tiheit\u00e4 anturiaineistoja jatkotutkimusta varten\u2026<\/p>","protected":false},"author":210157960,"featured_media":1358,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_eb_attr":"","content-type":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_wpcom_ai_launchpad_first_post":false,"_jetpack_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"{title}\n\n{excerpt}\n\n{url}","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"_wpas_customize_per_network":false,"jetpack_post_was_ever_published":false},"categories":[1657,1378],"tags":[1598],"class_list":["post-251","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-remote-sensing","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Density Sensor-based data in Precision agriculture<\/title>\n<meta name=\"description\" content=\"High density sensor datasets are supported by GeoPard analytics core for further research and collecting agriculture field insights.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/fin\/blogi\/tiheysanturiin-perustuvat-teknologiat-tasmaviljelyssa\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Density Sensor-based data in Precision agriculture\" \/>\n<meta property=\"og:description\" content=\"High density sensor datasets are supported by GeoPard analytics core for further research and collecting agriculture field insights.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/fin\/blogi\/tiheysanturiin-perustuvat-teknologiat-tasmaviljelyssa\/\" \/>\n<meta property=\"og:site_name\" content=\"GeoPard - Precision agriculture Mapping software\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/geopardAgriculture\/\" \/>\n<meta property=\"article:published_time\" content=\"2020-09-09T15:33:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-13T08:54:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__High-density-Sensor-Data.webp?fit=1200%2C675&ssl=1\" \/>\n\t<meta property=\"og:image:width\" content=\"1200\" \/>\n\t<meta property=\"og:image:height\" content=\"675\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"dementievgeopard\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta 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