{"id":12990,"date":"2026-03-28T09:00:20","date_gmt":"2026-03-28T08:00:20","guid":{"rendered":"https:\/\/geopard.tech\/blog\/turn-q1-field-data-into-action-a-step-by-step-guide-to-smarter-agronomic-decisions\/"},"modified":"2026-09-12T02:44:06","modified_gmt":"2026-09-12T00:44:06","slug":"muunna-q1-kenttadata-kaytannoiksi-vaiheittainen-opas-alykkaampiin-agronomisiin-paatoksiin","status":"publish","type":"post","link":"https:\/\/geopard.tech\/fin\/blog\/turn-q1-field-data-into-action-a-step-by-step-guide-to-smarter-agronomic-decisions\/","title":{"rendered":"Muuta Q1-peltotiedot toiminnaksi: Vaiheittainen opas \u00e4lykk\u00e4\u00e4mpiin agronomisiin p\u00e4\u00e4t\u00f6ksiin"},"content":{"rendered":"<h1 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Muuta Q1-peltotiedot toiminnaksi: Vaiheittainen opas \u00e4lykk\u00e4\u00e4mpiin agronomisiin p\u00e4\u00e4t\u00f6ksiin<\/h1>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Q1-data-analytiikka voi paljastaa pelloillasi piilevi\u00e4 malleja, jotka j\u00e4\u00e4v\u00e4t liian usein huomaamatta. Olet jo ker\u00e4nnyt satokarttoja, maaper\u00e4n\u00e4ytteenottotietoja ja satelliittikuvia \u2013 nyt on aika muuttaa kaikki t\u00e4m\u00e4 toimivaksi agronomiseksi p\u00e4\u00e4t\u00f6ksenteoksi. T\u00e4m\u00e4 opas n\u00e4ytt\u00e4\u00e4, kuinka voit p\u00e4ivitt\u00e4\u00e4 hoitovy\u00f6hykkeit\u00e4, laatia tarkkoja VRA-m\u00e4\u00e4r\u00e4yksi\u00e4 ja suunnitella kauden sis\u00e4isi\u00e4 strategioita GeoPardin teko\u00e4lypohjaisen analytiikan avulla, jotta voit tehd\u00e4 \u00e4lykk\u00e4\u00e4mpi\u00e4, dataan perustuvia valintoja koko kauden ajan. Lis\u00e4tietoja saat t\u00e4st\u00e4. <a href=\"https:\/\/www.xenonstack.com\/blog\/utilizing-analytics-for-agricultural-decision-making\" target=\"_blank\" rel=\"noopener\">linkki<\/a>.<\/p>\n<h2 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Q1-data-analytiikan hy\u00f6dynt\u00e4minen<\/h2>\n<div id=\"attachment_10804\" style=\"width: 820px\" class=\"wp-caption aligncenter\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" aria-describedby=\"caption-attachment-10804\" data-attachment-id=\"10804\" data-permalink=\"https:\/\/geopard.tech\/fin\/home\/geopard-background-precision-ag-software-do-more-with-your-data\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?fit=3116%2C1754&amp;ssl=1\" data-orig-size=\"3116,1754\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"GeoPard &amp;#8211; Background &amp;#8211; Precision Ag software &amp;#8211; Do more with your data\" data-image-description=\"&lt;p&gt;GeoPard-Background-Precision-Ag-software-Do-more-with-your-data&lt;\/p&gt;\" data-image-caption=\"&lt;p&gt;GeoPard-Background-Precision-Ag-software-Do-more-with-your-data&lt;\/p&gt;\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?fit=1024%2C576&amp;ssl=1\" class=\"wp-image-10804 size-large\" title=\"GeoPardin tarkkuusviljelyohjelmisto\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?resize=810%2C456&#038;ssl=1\" alt=\"GeoPardin tarkkuusviljelyohjelmisto\" width=\"810\" height=\"456\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?resize=1024%2C576&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?resize=1536%2C865&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?resize=2048%2C1153&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?w=1620&amp;ssl=1 1620w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/10\/GeoPard-Background-Precision-Ag-software-Do-more-with-your-data.png?w=2430&amp;ssl=1 2430w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><p id=\"caption-attachment-10804\" class=\"wp-caption-text\">\u00a0GeoPardin tarkkuusviljelyohjelmisto<\/p><\/div>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Ensimm\u00e4isen nelj\u00e4nneksen tietojen tutkiminen voi tuntua ylivoimaiselta, mutta se on avain \u00e4lykk\u00e4\u00e4mp\u00e4\u00e4n viljelyyn. Kun seulot lukuja l\u00e4pi, pelloistasi saa selke\u00e4mm\u00e4n kuvan.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Hallinta-alueiden virkist\u00e4minen<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Aloita hiomalla <strong>hallintavy\u00f6hykkeet<\/strong>. N\u00e4in voit kohdistaa toimintaasi tiettyihin alueisiin oikeilla sy\u00f6tteill\u00e4. K\u00e4yt\u00e4 <strong>satokartat<\/strong> ja <strong>maaper\u00e4tiedot<\/strong> vy\u00f6hykkeiden tunnistamiseksi. GeoPardin kaltaisilla ty\u00f6kaluilla voit luoda dynaamisia karttoja, jotka heijastavat maasi reaaliaikaisia tarpeita. T\u00e4m\u00e4 l\u00e4hestymistapa ei ainoastaan s\u00e4\u00e4st\u00e4 aikaa, vaan my\u00f6s parantaa tuottavuutta.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Esimerkiksi er\u00e4s maanviljelij\u00e4 huomasi tietyll\u00e4 vy\u00f6hykkeell\u00e4 alhaiset sadot. Analysoimalla ensimm\u00e4isen vuosinelj\u00e4nneksen tietoja h\u00e4n muutti tuotantopanoksiaan, mik\u00e4 johti 15%:n tuotannon kasvuun seuraavana kaudella. Yht\u00e4l\u00f6? Vy\u00f6hykkeiden virkist\u00e4minen ei ole vain teht\u00e4v\u00e4 \u2013 se muuttaa kaiken.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">VRA-m\u00e4\u00e4r\u00e4ysten rakentaminen<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Seuraavaksi keskityt\u00e4\u00e4n luomiseen <strong>VRA-reseptit<\/strong>. Muuttuvan levitysm\u00e4\u00e4r\u00e4n k\u00e4ytt\u00f6 tarkoittaa oikean m\u00e4\u00e4r\u00e4n lannoittamista oikeaan aikaan. Se on tarkkuutta parhaimmillaan. Tehokkaiden VRA-karttojen luomiseksi yhdist\u00e4 tietoja satokartoista, maaper\u00e4tutkimuksista ja historiallisista kuvista. N\u00e4in voit hienos\u00e4\u00e4t\u00e4\u00e4 lannoitem\u00e4\u00e4r\u00e4\u00e4 eri alueilla.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Kuvittele kylv\u00e4v\u00e4si maissia. Yleisen l\u00e4hestymistavan sijaan VRA mahdollistaa enemm\u00e4n lannoitetta sinne, miss\u00e4 maaper\u00e4 sit\u00e4 tarvitsee, ja v\u00e4hemm\u00e4n sinne, miss\u00e4 sit\u00e4 ei tarvita. T\u00e4m\u00e4 tarkkuus voi johtaa j\u00e4tteen v\u00e4henemiseen ja sadon terveyden paranemiseen.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Kauden sis\u00e4isten strategioiden suunnittelu<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Lopuksi, suunnittele kauden sis\u00e4iset strategiasi luottavaisin mielin. GeoPardin analytiikka tarjoaa tietoa jokaisesta kasvuvaiheesta. K\u00e4yt\u00e4 n\u00e4it\u00e4 tietoja p\u00e4\u00e4tt\u00e4\u00e4ksesi, milloin kastella, lannoittaa tai k\u00e4ytt\u00e4\u00e4 torjunta-aineita. Muokkaa l\u00e4hestymistapaasi reaaliaikaisten pelto-olosuhteiden perusteella.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Mieti vaikutusta: 10%:n mukainen tehokkuuden kasvu yksinkertaisesti ajoittamalla toimintasi paremmin. Suunnittelussa ei ole kyse arvailusta, vaan tietoon perustuvista p\u00e4\u00e4t\u00f6ksist\u00e4, jotka johtavat parempiin satoihin.<\/p>\n<h2 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Ty\u00f6kaluja agronomiseen p\u00e4\u00e4t\u00f6ksentekoon<\/h2>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" style=\"max-width: 100%; height: auto; display: block; margin: 0 auto;\" title=\"\" src=\"https:\/\/i0.wp.com\/blaze-media-uploads-for-dev.s3.us-west-1.amazonaws.com\/geopard_-_phosphorus_use_efficiency_sample-d9de59dc8d3711255412.png?w=810&#038;ssl=1\" alt=\"\" data-blockid=\"replaceWithId\" data-float=\"center\" data-href=\"\" data-media-file-id=\"d82McxRUVG9dnuy13ipkByzR2JmsbjEW\" \/><\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">K\u00e4ytett\u00e4viss\u00e4si olevien ty\u00f6kalujen ymm\u00e4rt\u00e4minen on ratkaisevan t\u00e4rke\u00e4\u00e4. Ne muuttavat raakadatan k\u00e4yt\u00e4nn\u00f6nl\u00e4heisiksi oivalluksiksi ja auttavat sinua tekem\u00e4\u00e4n tietoon perustuvia p\u00e4\u00e4t\u00f6ksi\u00e4 jokaisessa vaiheessa.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Teko\u00e4lypohjaisen analytiikan edut<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Teko\u00e4lyll\u00e4 toimiva analytiikka voi mullistaa tapasi l\u00e4hesty\u00e4 maataloutta. N\u00e4m\u00e4 ty\u00f6kalut k\u00e4sittelev\u00e4t monimutkaisia tietojoukkoja nopeasti ja paljastavat malleja, joita saatat olla huomaamatta. Ne auttavat ennustamaan tuloksia ja ehdottamaan parhaita toimia.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Ajattele: useimmat ihmiset uskovat intuition riitt\u00e4v\u00e4n, mutta dataan perustuvat n\u00e4kemykset ovat tulevaisuutta. Hy\u00f6dynn\u00e4 t\u00e4m\u00e4 teknologia pysy\u00e4ksesi pelin k\u00e4rjess\u00e4. Mit\u00e4 kauemmin odotat, sit\u00e4 enemm\u00e4n mahdollisuuksia saatat menett\u00e4\u00e4.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">John Deeren operaatiokeskuksen integrointi<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Integroimalla j\u00e4rjestelmi\u00e4, kuten <strong>John Deeren operaatiokeskus<\/strong> tekee datan hallinnasta saumatonta. T\u00e4m\u00e4 alusta synkronoituu GeoPardin kanssa, mik\u00e4 mahdollistaa sujuvan tiedonkulun. Se on kuin kaikki ty\u00f6kalusi olisivat yhdess\u00e4 ty\u00f6kalupakissa valmiina toimintaan.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Voit esimerkiksi helposti siirt\u00e4\u00e4 tietoja koneiden ja ohjelmistojen v\u00e4lill\u00e4, mik\u00e4 s\u00e4\u00e4st\u00e4\u00e4 aikaa ja v\u00e4hent\u00e4\u00e4 virheit\u00e4. Integrointi ei ainoastaan yksinkertaista toimintoja, vaan my\u00f6s parantaa tietojen tarkkuutta, mik\u00e4 johtaa parempaan p\u00e4\u00e4t\u00f6ksentekoon.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Sato- ja maaper\u00e4tietojen hy\u00f6dynt\u00e4minen<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Sato- ja maaper\u00e4tiedot ovat tehokkaan hoidon perusta. Niit\u00e4 hy\u00f6dynt\u00e4m\u00e4ll\u00e4 saat selke\u00e4n kuvan siit\u00e4, mit\u00e4 pinnan alla tapahtuu. K\u00e4yt\u00e4 n\u00e4it\u00e4 tietoja strategioiden hienos\u00e4\u00e4t\u00f6\u00f6n ja tulosten parantamiseen.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Esimerkiksi analysoimalla maaper\u00e4tietoja voit s\u00e4\u00e4t\u00e4\u00e4 ravinteiden k\u00e4ytt\u00f6\u00e4 varmistaen, ett\u00e4 satosi saavat tarvitsemansa menesty\u00e4kseen. Kyse on siit\u00e4, ett\u00e4 data toimii puolestasi.<\/p>\n<h2 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Kasvinhoidon k\u00e4yt\u00e4nt\u00f6jen optimointi<\/h2>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" style=\"max-width: 100%; height: auto; display: block; margin: 0 auto;\" title=\"\" src=\"https:\/\/i0.wp.com\/blaze-media-uploads-for-dev.s3.us-west-1.amazonaws.com\/screenshot_2026-02-04_at_15_43_54-3278a35c51b2fb7fd399.png?w=810&#038;ssl=1\" alt=\"\" data-blockid=\"replaceWithId\" data-float=\"center\" data-href=\"\" data-media-file-id=\"Dpdpcs6CWt0oWb8WFEBw57OeI3xTDZTe\" \/><\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Kun data on hallussa, on aika tarkentaa viljelyk\u00e4yt\u00e4nt\u00f6j\u00e4si. N\u00e4m\u00e4 strategiat varmistavat, ett\u00e4 peltosi saavuttavat t\u00e4yden potentiaalinsa.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Seuranta satelliittikuvien avulla<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Satelliittikuvat tarjoavat lintuperspektiivin pelloistasi ja paljastavat kuvioita, jotka eiv\u00e4t ole maanpinnasta n\u00e4kyviss\u00e4. S\u00e4\u00e4nn\u00f6llinen seuranta auttaa havaitsemaan ongelmat, kuten tuholaisongelmat tai vesipulan, varhaisessa vaiheessa, mik\u00e4 mahdollistaa oikea-aikaiset toimenpiteet.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Harkitse NDVI- ja biomassaindeksien k\u00e4ytt\u00f6\u00e4. N\u00e4m\u00e4 mittarit antavat tietoa sadon terveydest\u00e4 ja elinvoimasta, mik\u00e4 ohjaa hoitop\u00e4\u00e4t\u00f6ksi\u00e4si. Muutaman p\u00e4iv\u00e4n v\u00e4lein p\u00e4ivittyvien kuvien ansiosta sinulla on aina uusimmat tiedot k\u00e4tesi ulottuvilla.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">Typen ja kylv\u00f6m\u00e4\u00e4r\u00e4n strategiat<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Typen ja kylv\u00f6m\u00e4\u00e4rien optimointi on elint\u00e4rke\u00e4\u00e4 satojen maksimoimiseksi. Analysoimalla tietoja voit r\u00e4\u00e4t\u00e4l\u00f6id\u00e4 n\u00e4m\u00e4 m\u00e4\u00e4r\u00e4t tiettyihin pelto-olosuhteisiin varmistaen optimaalisen kasvun.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Esimerkiksi maanviljelij\u00e4 muutti kylv\u00f6m\u00e4\u00e4ri\u00e4 maaper\u00e4n hedelm\u00e4llisyyden perusteella, mik\u00e4 johti tasapainoiseen satom\u00e4\u00e4r\u00e4\u00e4n ja parantuneisiin satoihin. Kyse ei ole suuremmasta levityksest\u00e4, vaan fiksusta levityksest\u00e4.<\/p>\n<h3 id=\"replaceWithId\" data-blockid=\"replaceWithId\" data-depth=\"0\">ROI-analyysin suorittaminen maataloudessa<\/h3>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Lopuksi, tee s\u00e4\u00e4nn\u00f6llisi\u00e4 sijoitetun p\u00e4\u00e4oman tuottoanalyysi (ROI) varmistaaksesi, ett\u00e4 k\u00e4yt\u00e4nt\u00f6si ovat kustannustehokkaita. K\u00e4yt\u00e4 ty\u00f6kaluja p\u00e4\u00e4t\u00f6stesi taloudellisten vaikutusten arvioimiseen, mik\u00e4 auttaa sinua kohdentamaan resursseja viisaasti.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">Saatat esimerkiksi huomata, ett\u00e4 pieni muutos k\u00e4yt\u00e4nn\u00f6ss\u00e4 johtaa merkitt\u00e4viin kustannuss\u00e4\u00e4st\u00f6ihin. ROI-analyysi ei koske pelk\u00e4st\u00e4\u00e4n voittoa; kyse on toimintasi kest\u00e4v\u00e4st\u00e4 ja tehokkaasta tekemisest\u00e4.<\/p>\n<div data-blockid=\"replaceWithId\" data-type=\"line\" data-style=\"solid_thin\"><\/div>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">N\u00e4iden n\u00e4kemysten ja ty\u00f6kalujen avulla olet valmiina muuttamaan viljelyk\u00e4yt\u00e4nt\u00f6j\u00e4si. K\u00e4yt\u00e4 dataa oppaanasi ja katso, kuinka tuottavuutesi nousee. Tarkempia tutkimuksia varten voit tutustua t\u00e4h\u00e4n. <a href=\"https:\/\/www.invadeagro.com\/post\/farm-data-analytics-and-decision-making-in-agriculture\" target=\"_blank\" rel=\"noopener\">resurssi<\/a>.<\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\"><a href=\"https:\/\/geopard.tech\/fin\/\" target=\"_blank\" rel=\"noopener\">Pohdi vuosinelj\u00e4nneksen tarkkuusviljelyn\u00e4kemyksi\u00e4 ja valmistaudu omaksumaan \u00e4lykk\u00e4\u00e4mpi\u00e4 strategioita.<\/a><\/p>\n<p data-blockid=\"replaceWithId\" data-depth=\"0\">","protected":false},"excerpt":{"rendered":"<p>T\u00e4ss\u00e4 oppaassa kuvataan Q1-kentt\u00e4datan k\u00e4ytt\u00f6\u00e4 teko\u00e4lyanalytiikan ja ty\u00f6kalujen, kuten GeoPardin ja John Deeren, kanssa hallintavy\u00f6hykkeiden p\u00e4ivitt\u00e4miseksi, VRA-m\u00e4\u00e4r\u00e4ysten laatimiseksi, kauden aikaisten toimien suunnittelemiseksi, panosten optimoimiseksi, satojen seurannaksi ja ROI-analyysin suorittamiseksi \u00e4lykk\u00e4\u00e4mpien ja tehokkaampien agronomisten p\u00e4\u00e4t\u00f6sten tekemiseksi.<\/p>","protected":false},"author":210157960,"featured_media":12989,"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_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":[1673],"tags":[1675,1821,1832,1676,1822,1678,1823,1687,1824,1688,1825,1701,1826,1800,1827,1817,1828,1818,1829,1819,1830,1820,1831],"class_list":["post-12990","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-precision-agriculture-software","tag-soil-sampling-data","tag-crop-performance-benchmarking","tag-variable-rate-application","tag-satellite-imagery-analysis","tag-management-zones","tag-ndvi-and-biomass-indices","tag-topography-analytics","tag-field-variability","tag-john-deere-operations-center-integration","tag-nitrogen-management","tag-roi-analysis-in-agriculture","tag-seeding-rate-optimization","tag-vra-prescriptions","tag-as-applied-data","tag-q1-data-analytics","tag-historical-satellite-data","tag-agronomic-decision-making-2","tag-in-season-monitoring","tag-ai-powered-analytics-2","tag-agronomic-recommendations","tag-yield-maps","tag-data-integration-for-farming"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - 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