{"id":4092,"date":"2025-10-14T09:02:18","date_gmt":"2025-10-14T09:02:18","guid":{"rendered":"https:\/\/paul-tech.com\/?p=4092"},"modified":"2026-03-12T15:39:18","modified_gmt":"2026-03-12T15:39:18","slug":"datan-muuttaminen-paatoksiksi-typen-kayton-tarkentaminen-salaattiviljelyssa","status":"publish","type":"post","link":"https:\/\/paul-tech.com\/fi\/datan-muuttaminen-paatoksiksi-typen-kayton-tarkentaminen-salaattiviljelyssa\/","title":{"rendered":"Datan muuttaminen p\u00e4\u00e4t\u00f6ksiksi \u2013 typen k\u00e4yt\u00f6n tarkentaminen salaattiviljelyss\u00e4"},"content":{"rendered":"<div class=\"wp-block-post-date\"><time datetime=\"2025-10-14T09:02:18+00:00\">October 14, 2025<\/time><\/div>\n\n\n<ul class=\"wp-block-social-links is-layout-flex wp-block-social-links-is-layout-flex\"><li class=\"wp-social-link wp-social-link-facebook  wp-block-social-link\"><a rel=\"noopener nofollow\" target=\"_blank\" href=\"https:\/\/www.facebook.com\/PaulTechEstonia\" 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C21,3.582,20.418,3,19.7,3z M8.339,18.338H5.667v-8.59h2.672V18.338z M7.004,8.574c-0.857,0-1.549-0.694-1.549-1.548 c0-0.855,0.691-1.548,1.549-1.548c0.854,0,1.547,0.694,1.547,1.548C8.551,7.881,7.858,8.574,7.004,8.574z M18.339,18.338h-2.669 v-4.177c0-0.996-0.017-2.278-1.387-2.278c-1.389,0-1.601,1.086-1.601,2.206v4.249h-2.667v-8.59h2.559v1.174h0.037 c0.356-0.675,1.227-1.387,2.526-1.387c2.703,0,3.203,1.779,3.203,4.092V18.338z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">LinkedIn<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-instagram  wp-block-social-link\"><a rel=\"noopener nofollow\" target=\"_blank\" href=\"https:\/\/www.instagram.com\/paultech_esoil\/\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path 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c-0.5,0.5-0.808,1.002-1.038,1.594C3.25,6.677,3.098,7.331,3.054,8.289C3.01,9.249,3,9.556,3,12c0,2.444,0.01,2.751,0.054,3.711 c0.044,0.958,0.196,1.612,0.418,2.185c0.23,0.592,0.538,1.094,1.038,1.594c0.5,0.5,1.002,0.808,1.594,1.038 c0.572,0.222,1.227,0.375,2.185,0.418C9.249,20.99,9.556,21,12,21s2.751-0.01,3.711-0.054c0.958-0.044,1.612-0.196,2.185-0.418 c0.592-0.23,1.094-0.538,1.594-1.038c0.5-0.5,0.808-1.002,1.038-1.594c0.222-0.572,0.375-1.227,0.418-2.185 C20.99,14.751,21,14.444,21,12s-0.01-2.751-0.054-3.711c-0.044-0.958-0.196-1.612-0.418-2.185c-0.23-0.592-0.538-1.094-1.038-1.594 c-0.5-0.5-1.002-0.808-1.594-1.038c-0.572-0.222-1.227-0.375-2.185-0.418C14.751,3.01,14.444,3,12,3L12,3z M12,7.378 c-2.552,0-4.622,2.069-4.622,4.622S9.448,16.622,12,16.622s4.622-2.069,4.622-4.622S14.552,7.378,12,7.378z M12,15 c-1.657,0-3-1.343-3-3s1.343-3,3-3s3,1.343,3,3S13.657,15,12,15z M16.804,6.116c-0.596,0-1.08,0.484-1.08,1.08 s0.484,1.08,1.08,1.08c0.596,0,1.08-0.484,1.08-1.08S17.401,6.116,16.804,6.116z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">Instagram<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-youtube  wp-block-social-link\"><a rel=\"noopener nofollow\" target=\"_blank\" href=\"https:\/\/www.youtube.com\/@paul-tech_esoil\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M21.8,8.001c0,0-0.195-1.378-0.795-1.985c-0.76-0.797-1.613-0.801-2.004-0.847c-2.799-0.202-6.997-0.202-6.997-0.202 h-0.009c0,0-4.198,0-6.997,0.202C4.608,5.216,3.756,5.22,2.995,6.016C2.395,6.623,2.2,8.001,2.2,8.001S2,9.62,2,11.238v1.517 c0,1.618,0.2,3.237,0.2,3.237s0.195,1.378,0.795,1.985c0.761,0.797,1.76,0.771,2.205,0.855c1.6,0.153,6.8,0.201,6.8,0.201 s4.203-0.006,7.001-0.209c0.391-0.047,1.243-0.051,2.004-0.847c0.6-0.607,0.795-1.985,0.795-1.985s0.2-1.618,0.2-3.237v-1.517 C22,9.62,21.8,8.001,21.8,8.001z M9.935,14.594l-0.001-5.62l5.404,2.82L9.935,14.594z\"><\/path><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">YouTube<\/span><\/a><\/li>\n\n<li class=\"wp-social-link wp-social-link-tiktok  wp-block-social-link\"><a rel=\"noopener nofollow\" target=\"_blank\" href=\"https:\/\/www.tiktok.com\/@paultech_soil\" class=\"wp-block-social-link-anchor\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 32 32\" version=\"1.1\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M16.708 0.027c1.745-0.027 3.48-0.011 5.213-0.027 0.105 2.041 0.839 4.12 2.333 5.563 1.491 1.479 3.6 2.156 5.652 2.385v5.369c-1.923-0.063-3.855-0.463-5.6-1.291-0.76-0.344-1.468-0.787-2.161-1.24-0.009 3.896 0.016 7.787-0.025 11.667-0.104 1.864-0.719 3.719-1.803 5.255-1.744 2.557-4.771 4.224-7.88 4.276-1.907 0.109-3.812-0.411-5.437-1.369-2.693-1.588-4.588-4.495-4.864-7.615-0.032-0.667-0.043-1.333-0.016-1.984 0.24-2.537 1.495-4.964 3.443-6.615 2.208-1.923 5.301-2.839 8.197-2.297 0.027 1.975-0.052 3.948-0.052 5.923-1.323-0.428-2.869-0.308-4.025 0.495-0.844 0.547-1.485 1.385-1.819 2.333-0.276 0.676-0.197 1.427-0.181 2.145 0.317 2.188 2.421 4.027 4.667 3.828 1.489-0.016 2.916-0.88 3.692-2.145 0.251-0.443 0.532-0.896 0.547-1.417 0.131-2.385 0.079-4.76 0.095-7.145 0.011-5.375-0.016-10.735 0.025-16.093z\" \/><\/svg><span class=\"wp-block-social-link-label screen-reader-text\">TikTok<\/span><\/a><\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/paul-tech.com\/wp-content\/uploads\/2025\/10\/pexels-heinrich-89267-1-1024x683.jpg\" alt=\"\" class=\"wp-image-4085\" srcset=\"https:\/\/paul-tech.com\/wp-content\/uploads\/2025\/10\/pexels-heinrich-89267-1-1024x683.jpg 1024w, https:\/\/paul-tech.com\/wp-content\/uploads\/2025\/10\/pexels-heinrich-89267-1-300x200.jpg 300w, https:\/\/paul-tech.com\/wp-content\/uploads\/2025\/10\/pexels-heinrich-89267-1-768x512.jpg 768w, https:\/\/paul-tech.com\/wp-content\/uploads\/2025\/10\/pexels-heinrich-89267-1-1536x1024.jpg 1536w, https:\/\/paul-tech.com\/wp-content\/uploads\/2025\/10\/pexels-heinrich-89267-1-2048x1365.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>Brittil\u00e4inen salaattiviljelij\u00e4 <strong><a href=\"https:\/\/www.jepco.co.uk\/\">J.E. Piccaver &amp; Co<\/a><\/strong> on jo pitk\u00e4\u00e4n tunnettu huolellisesta ja edistyksellisest\u00e4 l\u00e4hestymistavastaan salaatin ja lehtisalaatin viljelyyn. Yritys etsii jatkuvasti keinoja parantaa tuotannon tehokkuutta, ja siksi tiimi aloitti yhteisty\u00f6n <strong><a href=\"http:\/\/www.paul-tech.com\">Paul-Techin<\/a><\/strong> kanssa saadakseen tarkemman kuvan typen k\u00e4ytt\u00e4ytymisest\u00e4 maaper\u00e4ss\u00e4 \u2013 ja mahdollisista keinoista k\u00e4ytt\u00e4\u00e4 sit\u00e4 entist\u00e4 t\u00e4sm\u00e4llisemmin.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Oletuksista todistettuun tietoon<\/strong><\/h2>\n\n\n\n<p>Tiimi oli usein pohtinut, voisiko typen k\u00e4ytt\u00f6\u00e4 optimoida, mutta ilman suoraa maaper\u00e4dataa sit\u00e4 oli vaikea todistaa. Vuonna 2025 he p\u00e4\u00e4ttiv\u00e4t testata asiaa k\u00e4yt\u00e4nn\u00f6ss\u00e4. Paul-Techin antureiden avulla he seurasivat yhden lehtisalaattipellon maankosteuden ja typen m\u00e4\u00e4r\u00e4n vaihteluita koko kasvukauden ajan.<\/p>\n\n\n\n<p>Samaan peltoon asennettiin kaksi Paul-Tech -asemaa \u2013 toinen <strong>biostimulanttia (BIO)<\/strong> saaneelle lohkolle ja toinen <strong>ilman biostimulanttia (NON BIO)<\/strong> olevalle lohkolle. Molemmat sijaitsivat hiesu\u2013kevyt savi -mailla, ja anturit mittasivat maaveden ja nitraatin dynamiikkaa 8 cm:n ja 20 cm:n syvyydest\u00e4 talvesta sadonkorjuun loppuun asti.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Mit\u00e4 anturit paljastivat<\/strong><\/h2>\n\n\n\n<p>Molemmat lohkot aloittivat kauden samantasoisella perusviljavuudella. Kev\u00e4\u00e4n edetess\u00e4 BIO-lohko s\u00e4ilytti hieman paremman kosteuden, kun taas NON BIO -puolella esiintyi pidempi\u00e4 kuivia jaksoja. N\u00e4m\u00e4 erot kosteudessa vaikuttivat siihen, miten typpi k\u00e4ytt\u00e4ytyi kauden aikana: kosteammissa oloissa typpi liikkui helpommin maaprofiilissa, kun taas kuivemmassa maassa se pysyi l\u00e4hemp\u00e4n\u00e4 pintaa.<\/p>\n\n\n\n<p>Ensimm\u00e4isen salaattisadon j\u00e4lkeen anturit havaitsivat maassa edelleen runsaasti k\u00e4ytt\u00f6kelpoista typpe\u00e4. Perinteisesti pellolle olisi t\u00e4ss\u00e4 vaiheessa annettu uusi lannoitus ennen toisen sadon kylv\u00f6\u00e4 \u2013 ja niin tehtiin nytkin, mutta tavanomaista pienemm\u00e4ll\u00e4 annoksella.<\/p>\n\n\n\n<p>Data kuitenkin osoitti selv\u00e4sti, ett\u00e4 jo ennen toista kylv\u00f6\u00e4 maassa oli runsaasti typpe\u00e4 j\u00e4ljell\u00e4 \u2013 riitt\u00e4v\u00e4sti tukemaan seuraavan sadon kasvua ilman lis\u00e4lannoituksia.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Uusi ymm\u00e4rrys j\u00e4\u00e4nn\u00f6stypest\u00e4<\/strong><\/h2>\n\n\n\n<p>Toisen sadonkorjuun aikaan kuvio oli selv\u00e4: maahan j\u00e4i korkea m\u00e4\u00e4r\u00e4 j\u00e4\u00e4nn\u00f6styppe\u00e4, joka on arvokas resurssi ja voidaan hy\u00f6dynt\u00e4\u00e4 seuraavalla kasvilla tai oikein ajoitetulla ker\u00e4\u00e4j\u00e4kasvilla.<\/p>\n\n\n\n<p>T\u00e4m\u00e4 havainto vahvisti tiimin pitk\u00e4\u00e4n ep\u00e4ilem\u00e4n ajatuksen \u2013 salaatteja voidaan kasvattaa aiempaa tehokkaammin typen k\u00e4yt\u00f6n suhteen. Paul-Techin data ei ainoastaan tukenut t\u00e4t\u00e4 n\u00e4kemyst\u00e4, vaan tarjosi konkreettista, m\u00e4\u00e4r\u00e4llist\u00e4 n\u00e4ytt\u00f6\u00e4 suunnittelun ja p\u00e4\u00e4t\u00f6ksenteon tueksi.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Tieto k\u00e4yt\u00e4nt\u00f6\u00f6n<\/strong><\/h2>\n\n\n\n<p>T\u00e4m\u00e4n ymm\u00e4rryksen pohjalta J.E. Piccaver &amp; Co jatkaa Paul-Techin teknologian k\u00e4ytt\u00f6\u00e4 laajemmin my\u00f6s vuonna 2026. Seuraavassa vaiheessa toteutetaan kohdennettu koe, jossa typen k\u00e4ytt\u00f6\u00e4 v\u00e4hennet\u00e4\u00e4n noin 20 % \u2013 aloittaen salaatista ja laajentaen kokeilua muihin kasveihin, kuten sipuleihin.<\/p>\n\n\n\n<p>Yhdist\u00e4m\u00e4ll\u00e4 yksityiskohtainen maaper\u00e4data k\u00e4yt\u00e4nn\u00f6n viljelykokemukseen tiimi pyrkii hienos\u00e4\u00e4t\u00e4m\u00e4\u00e4n typpistrategiaansa \u2013 s\u00e4ilytt\u00e4en laadun ja sadon m\u00e4\u00e4r\u00e4n mutta parantaen kokonaistehokkuutta.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Yhteisty\u00f6t\u00e4 kehityksen puolesta<\/strong><\/h2>\n\n\n\n<p>\u201cOlemme aina aavistaneet, ett\u00e4 voisimme k\u00e4ytt\u00e4\u00e4 v\u00e4hemm\u00e4n typpe\u00e4 \u2013 nyt voimme n\u00e4hd\u00e4 sen konkreettisesti. Data antaa meille varmuuden tehd\u00e4 muutoksia,\u201d toteaa Piccaverin tiimi.<\/p>\n\n\n\n<p>Kun t\u00e4m\u00e4 l\u00e4hestymistapa laajenee useammille pelloille ja kasveille, ensimm\u00e4isen seurantakohteen tulokset vaikuttavat jo siihen, miten he suunnittelevat, lannoittavat ja viljelev\u00e4t \u2013 osoittaen, ett\u00e4 parempi data johtaa parempiin p\u00e4\u00e4t\u00f6ksiin, vuosi toisensa j\u00e4lkeen.<\/p>\n\n\n\n<p>J.E. Piccaver &amp; Co:lle yhteisty\u00f6 on tarjonnut luotettavaa n\u00e4ytt\u00f6\u00e4, jonka avulla voidaan tehd\u00e4 pieni\u00e4 mutta merkitt\u00e4vi\u00e4 muutoksia. Anturit ovat muuttaneet oletukset mitattavaksi tiedoksi, antaen tiimille selke\u00e4mm\u00e4n kuvan typen k\u00e4ytt\u00e4ytymisest\u00e4 satokausien v\u00e4lill\u00e4 ja siit\u00e4, miten sit\u00e4 voidaan hallita tehokkaammin.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Brittil\u00e4inen salaattiviljelij\u00e4 J.E. Piccaver &amp; Co on jo pitk\u00e4\u00e4n tunnettu huolellisesta ja edistyksellisest\u00e4 l\u00e4hestymistavastaan salaatin ja lehtisalaatin viljelyyn. Yritys etsii&#8230;<\/p>\n","protected":false},"author":3,"featured_media":4085,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[5],"tags":[],"class_list":["post-4092","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized-fi"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Datan muuttaminen p\u00e4\u00e4t\u00f6ksiksi \u2013 typen k\u00e4yt\u00f6n tarkentaminen salaattiviljelyss\u00e4 - Paul-Tech<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/paul-tech.com\/fi\/datan-muuttaminen-paatoksiksi-typen-kayton-tarkentaminen-salaattiviljelyssa\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Datan muuttaminen p\u00e4\u00e4t\u00f6ksiksi \u2013 typen k\u00e4yt\u00f6n tarkentaminen salaattiviljelyss\u00e4\" \/>\n<meta property=\"og:description\" content=\"Brittil\u00e4inen salaattiviljelij\u00e4 J.E. 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