{"id":170,"date":"2019-09-02T14:47:00","date_gmt":"2019-09-02T12:47:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=170"},"modified":"2024-12-01T17:51:30","modified_gmt":"2024-12-01T16:51:30","slug":"heterogeenisyystekijan-kaytto-tasmaviljelyssa","status":"publish","type":"post","link":"https:\/\/geopard.tech\/fin\/blog\/use-of-heterogeneity-factor-in-precision-agriculture\/","title":{"rendered":"Heterogeenisyystekij\u00e4n k\u00e4ytt\u00f6 t\u00e4sm\u00e4viljelyss\u00e4"},"content":{"rendered":"<p>Yksi GeoPardin ainutlaatuisista tiedoista on peltojesi heterogeenisyyskerroin.<\/p>\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11036\" class=\"elementor elementor-11036\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-b0f89e1 e-flex e-con-boxed e-con e-parent\" data-id=\"b0f89e1\" 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-5cb6e3e elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"5cb6e3e\" 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=\"\u041a\u0430\u0440\u0443\u0441\u0435\u043b\u044c \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439\" dir=\"ltr\" data-no-translation-aria-label=\"\">\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 \u0438\u0437 3\" data-no-translation-aria-label=\"\"><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-4-4-1.webp?fit=1536%2C640&amp;ssl=1\" alt=\"v\u00e4h\u00e4inen vaihtelu punaisten ja vihreiden maatalousvy\u00f6hykkeiden v\u00e4lill\u00e4\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 \u0438\u0437 3\" data-no-translation-aria-label=\"\"><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-14-1-1.webp?fit=1482%2C850&amp;ssl=1\" alt=\"RGB-kartta selkeill\u00e4 suolapitoisuusalueilla. Korkean suolapitoisuuden alueet n\u00e4kyv\u00e4t t\u00e4ydellisesti monivuotisilla hoitoalueilla.\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 \u0438\u0437 3\" data-no-translation-aria-label=\"\"><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-1-9-1.webp?fit=1536%2C671&amp;ssl=1\" alt=\"pellon heterogeenisuus sopii hyvin vehn\u00e4n tai rapsin viljelyyn\" \/><\/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\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Mit\u00e4 se tarkoittaa?<\/strong> T\u00e4m\u00e4 luku osoittaa kenttien heterogeenisyyden\/vaihtelevuuden tason. Mit\u00e4 enemm\u00e4n vaihtelevuutta kent\u00e4ll\u00e4 on, sit\u00e4 enemm\u00e4n tarvitaan\u00a0<a href=\"https:\/\/www.linkedin.com\/feed\/hashtag\/?highlightedUpdateUrns=urn%3Ali%3Aactivity%3A6585124908307628032&amp;keywords=%23precisionag&amp;originTrackingId=oxvBPrsFzqof0mIgLEGuPA%3D%3D\" rel=\"nofollow\">tarkkuusag<\/a>\u00a0teknologioita. Erityisesti se on eritt\u00e4in hy\u00f6dyllinen yhdess\u00e4 GeoPardin monivuotisen analytiikan (30 vuoden historia) kanssa.\u00a0<\/p>\r\n<h2>Mik\u00e4 on heterogeenisyystekij\u00e4?<\/h2>\r\n<p>Heterogeenisyystekij\u00e4 t\u00e4sm\u00e4viljelyss\u00e4 viittaa maaper\u00e4n ja sadon ominaisuuksien vaihteluun tietyll\u00e4 pellolla. Sen voivat aiheuttaa topografian, maaper\u00e4tyypin, ravinteiden saatavuuden, vesipitoisuuden, tuholaispaineen ja muiden kasvien kasvuun vaikuttavien tekij\u00f6iden erot.<\/p>\r\n<p>Tarkkuusviljelyss\u00e4 tavoitteena on hallita t\u00e4t\u00e4 k\u00e4ytt\u00e4m\u00e4ll\u00e4 paikkakohtaista tietoa, jotta voidaan k\u00e4ytt\u00e4\u00e4 panoksia, kuten vett\u00e4, lannoitteita ja torjunta-aineita oikeaan aikaan ja oikeassa m\u00e4\u00e4r\u00e4ss\u00e4 sadon ja laadun maksimoimiseksi ja ymp\u00e4rist\u00f6vaikutusten minimoimiseksi.<\/p>\r\n<p>T\u00e4m\u00e4 edellytt\u00e4\u00e4 antureiden, kartoitustekniikoiden ja data-analyysity\u00f6kalujen k\u00e4ytt\u00f6\u00e4 yksityiskohtaisten karttojen luomiseksi pellosta, jotka voivat ohjata hallintap\u00e4\u00e4t\u00f6ksi\u00e4.<\/p>\r\n<p>Sen ymm\u00e4rt\u00e4minen on t\u00e4rke\u00e4\u00e4, koska se voi auttaa viljelij\u00f6it\u00e4 optimoimaan hoitostrategioitaan ja lis\u00e4\u00e4m\u00e4\u00e4n kannattavuuttaan.<\/p>\r\n<p>R\u00e4\u00e4t\u00e4l\u00f6im\u00e4ll\u00e4 tuotantopanokset pellon kunkin alueen erityistarpeisiin viljelij\u00e4t voivat v\u00e4hent\u00e4\u00e4 tuotantopanoskustannuksia, lis\u00e4t\u00e4 satoa ja parantaa sadon yleist\u00e4 terveytt\u00e4.<\/p>\r\n\r\n\r\n\r\n<h2><strong>Miten sit\u00e4 voi k\u00e4ytt\u00e4\u00e4?<\/strong><\/h2>\r\n<p class=\"wp-block-paragraph\">Jos sinulla on useita peltoja, se voi auttaa sinua ymm\u00e4rt\u00e4m\u00e4\u00e4n, mille pelloille kannattaa ensin kohdistaa muuttuvam\u00e4\u00e4r\u00e4isi\u00e4 levityksi\u00e4 (kylv\u00f6, lannoitus, ruiskutus).\u00a0<\/p>\r\n<p>Kartoittamalla pellon maaper\u00e4n ja sadon ominaisuuksien vaihteluita viljelij\u00e4t voivat tunnistaa alueet, joilla on erilaiset tarpeet, ja k\u00e4ytt\u00e4\u00e4 vaihtelevia panosm\u00e4\u00e4ri\u00e4 vastaavasti.<\/p>\r\n<p>Esimerkiksi pellon alueet, joilla on paljon ravinteita, eiv\u00e4t v\u00e4ltt\u00e4m\u00e4tt\u00e4 tarvitse yht\u00e4 paljon lannoitetta kuin alueet, joilla on v\u00e4h\u00e4n ravinteita. Samoin pellon alueet, joilla on paljon rikkaruohoja, saattavat vaatia enemm\u00e4n rikkakasvien torjunta-ainetta kuin alueet, joilla on v\u00e4hemm\u00e4n rikkaruohoja.<\/p>\r\n<p>K\u00e4ytt\u00e4m\u00e4ll\u00e4 VRA:ta viljelij\u00e4t voivat v\u00e4hent\u00e4\u00e4 tuotantopanoskustannuksia k\u00e4ytt\u00e4m\u00e4ll\u00e4 tuotantopanoksia vain siell\u00e4, miss\u00e4 niit\u00e4 tarvitaan, ja v\u00e4ltt\u00e4\u00e4 tuotantopanosten liikak\u00e4ytt\u00f6\u00e4, joka voi johtaa ymp\u00e4rist\u00f6n pilaantumiseen.<\/p>\r\n<p>T\u00e4m\u00e4 l\u00e4hestymistapa voi my\u00f6s johtaa suurempiin satoihin ja parempaan sadon laatuun, koska tuotantopanokset r\u00e4\u00e4t\u00e4l\u00f6id\u00e4\u00e4n kunkin peltoalueen erityistarpeisiin.<\/p>\r\n<p>Siksi heterogeenisyyden ymm\u00e4rt\u00e4minen t\u00e4sm\u00e4viljelyss\u00e4 on ratkaisevan t\u00e4rke\u00e4\u00e4, jotta voidaan tehd\u00e4 tietoon perustuvia p\u00e4\u00e4t\u00f6ksi\u00e4 siit\u00e4, mihin ja mill\u00e4 m\u00e4\u00e4rill\u00e4 panoksia k\u00e4ytet\u00e4\u00e4n, mik\u00e4 lopulta johtaa parempiin hoitok\u00e4yt\u00e4nt\u00f6ihin ja kannattavuuden kasvuun.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">S\u00e4\u00e4st\u00e4t eniten kemikaaleissa heterogeenisimmill\u00e4 pelloilla!<\/p>\r\n<h2><span class=\"zRhise\"><span class=\"PkjLuf\" title=\"Mik\u00e4 on heterogeeninen palvelu?\">Mit\u00e4 on heterogeeninen palvelu?<\/span><\/span><\/h2>\r\n<p>Maataloudessa se viittaa pellon tai maiseman luonnollisen vaihtelun tai heterogeenisyyden tunnistamiseen ja hy\u00f6dynt\u00e4miseen. Se sis\u00e4lt\u00e4\u00e4 eri alueiden monimuotoisten ominaisuuksien ymm\u00e4rt\u00e4misen ja hy\u00f6dynt\u00e4misen maatalousk\u00e4yt\u00e4nt\u00f6jen optimoimiseksi.<\/p>\r\n<p>Palveluihin voi sis\u00e4lty\u00e4 t\u00e4sm\u00e4viljelytekniikoita, kuten vaihtelevan m\u00e4\u00e4r\u00e4n levitys, paikkakohtainen hallinta ja kohdennetut toimenpiteet, jotka perustuvat pellon eri vy\u00f6hykkeiden tai alueiden erityistarpeisiin.<\/p>\r\n<p>Valjastamalla sen maanviljelij\u00e4t voivat parantaa resurssien tehokkuutta, parantaa sadon tuottavuutta ja minimoida ymp\u00e4rist\u00f6vaikutukset.<\/p>","protected":false},"excerpt":{"rendered":"<p>Mit\u00e4 se tarkoittaa? T\u00e4m\u00e4 luku osoittaa peltojesi heterogeenisyyden\/vaihtelevuuden tason. Mit\u00e4 enemm\u00e4n pellolla on vaihtelua, sit\u00e4 enemm\u00e4n tarvitaan tarkkuusviljelyteknologioita. Erityisesti\u2026<\/p>","protected":false},"author":210157960,"featured_media":1375,"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":"","_crdt_document":"","content-type":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","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},"categories":[1377,1369],"tags":[1618],"class_list":["post-170","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-crop-monitoring","category-vra","tag-crop-monitoring"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.6 (Yoast SEO v27.3) - 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