{"id":9037,"date":"2023-11-19T19:28:53","date_gmt":"2023-11-19T18:28:53","guid":{"rendered":"https:\/\/geopard.tech\/?p=9037"},"modified":"2023-11-19T19:28:53","modified_gmt":"2023-11-19T18:28:53","slug":"tekoaly-maataloudessa-vaatii-turvallisuutta-ja-kohtuuhintaisuutta","status":"publish","type":"post","link":"https:\/\/geopard.tech\/fin\/blog\/ai-in-agriculture-requires-security-and-affordability\/","title":{"rendered":"Teko\u00e4ly maataloudessa vaatii turvallisuutta ja kohtuuhintaisuutta"},"content":{"rendered":"<p>\u00c4lyteknologia, kuten rikkaruohojen poistokoneet ja sadonkorjuuohjelmistot, voisivat parantaa maanviljely\u00e4. Asiantuntijat kuitenkin kertoivat senaattoreille tiistaina, ett\u00e4 meid\u00e4n on varmistettava, ett\u00e4 tietokonej\u00e4rjestelm\u00e4t ovat turvassa hy\u00f6kk\u00e4yksilt\u00e4. Asiantuntijaryhm\u00e4 ja senaatin maatalousvaliokunta olivat yht\u00e4 mielt\u00e4 siit\u00e4, ett\u00e4 maanviljelij\u00f6iden tulisi pysty\u00e4 hankkimaan t\u00e4t\u00e4 teknologiaa, ehk\u00e4 USDA:n tuella.<\/p>\n<p>Yli 251 000 amerikkalaista maanviljelij\u00e4\u00e4 k\u00e4ytt\u00e4\u00e4 t\u00e4sm\u00e4viljelyteknologiaa, kuten GPS-ohjausta, sadon seurantaa, droneja peltojen ja el\u00e4inten tarkkailuun sek\u00e4 robottilypsy\u00e4. Teko\u00e4ly voisi tutkia paljon dataa ja auttaa maanviljelij\u00f6it\u00e4 ty\u00f6skentelem\u00e4\u00e4n paremmin tai suorittamaan teht\u00e4vi\u00e4 automaattisesti. Datan turvassa pit\u00e4minen on ollut ongelma t\u00e4sm\u00e4viljelyn alusta l\u00e4htien. Maatalouden teko\u00e4ly, jonka on l\u00e4hetett\u00e4v\u00e4 dataa maatilalta pilveen, her\u00e4tt\u00e4\u00e4 huolta kyberturvallisuudesta.<\/p>\n<p>\u201cMaataloudessa meid\u00e4n on varmistettava, ett\u00e4 tietomme ovat turvassa\u201d, sanoo Jose-Marie Griffiths, joka johtaa Dakotan osavaltionyliopistoa, jossa tutkitaan kyberturvallisuutta. \u201cTeko\u00e4lyn kasvun my\u00f6t\u00e4 lis\u00e4\u00e4mme maatalouteen yh\u00e4 enemm\u00e4n teknologiaa, ja se lis\u00e4\u00e4 riskej\u00e4.\u201d<\/p>\n<p>Teko\u00e4ly voisi auttaa maanviljelij\u00f6it\u00e4 esimerkiksi p\u00e4\u00e4tt\u00e4m\u00e4\u00e4n, kuinka paljon lannoitetta k\u00e4ytet\u00e4\u00e4n, torjumaan tuholaisia, ennustamaan satoja ja kuivilla paikoilla selvitt\u00e4m\u00e4\u00e4n, kuinka paljon vett\u00e4 k\u00e4ytet\u00e4\u00e4n kasteluun, sanoo UC-Davisin opettaja Mason Earles. &quot;Uskon, ett\u00e4 n\u00e4m\u00e4 voivat s\u00e4\u00e4st\u00e4\u00e4 maanviljelij\u00f6iden rahaa, ehk\u00e4 keskim\u00e4\u00e4rin noin 5\u201315 prosenttia heid\u00e4n toiminnassaan.&quot;\u201c<\/p>\n<p>Deere and Co:n teknologiajohtaja Jahmy Hindman mainitsi, ett\u00e4 teko\u00e4lyn t\u00e4ysim\u00e4\u00e4r\u00e4inen hy\u00f6dynt\u00e4minen maatiloilla edellytt\u00e4\u00e4 maaseutualueiden, erityisesti pelloilla, hyv\u00e4\u00e4 interneti\u00e4. Hindman ehdotti, ett\u00e4 senaattorit harkitsisivat s\u00e4\u00e4nt\u00f6jen lis\u00e4\u00e4mist\u00e4 maatalouslakiin. N\u00e4m\u00e4 s\u00e4\u00e4nn\u00f6t antaisivat maanviljelij\u00f6ille mahdollisuuden k\u00e4ytt\u00e4\u00e4 USDA-varoja huipputeknologisten laitteiden hankintaan. Sanjeev Krishnan S2G Venturesista lis\u00e4si: &quot;Mielest\u00e4ni on ratkaisevan t\u00e4rke\u00e4\u00e4, ett\u00e4 julkinen politiikka puuttuu asiaan, ei vain tarjoamalla ty\u00f6kaluja, vaan my\u00f6s rahaa, joka auttaa maanviljelij\u00f6it\u00e4 tuottamaan enemm\u00e4n ja ansaitsemaan enemm\u00e4n eekkeri\u00e4 kohden.&quot;\u201c<\/p>\n<p>Maatalousalueiden lains\u00e4\u00e4t\u00e4j\u00e4t tukevat erillisi\u00e4 lakiesityksi\u00e4, joilla on kaksi tavoitetta: internetin saatavuus &quot;viimeiselle eekkerille&quot; ja tarkkuusviljelylaitteiden kustannusten auttaminen. He uskovat, ett\u00e4 n\u00e4m\u00e4 toimenpiteet saavat viljelykasvit kasvamaan enemm\u00e4n ja samalla s\u00e4\u00e4st\u00e4m\u00e4\u00e4n rahaa, v\u00e4hent\u00e4v\u00e4t saasteita ja pys\u00e4ytt\u00e4v\u00e4t maaper\u00e4n eroosion. Kalifornian edustaja Jimmy Panetta selitti maaliskuussa, ett\u00e4 USDA-varojen k\u00e4ytt\u00f6 ja ymp\u00e4rist\u00f6yst\u00e4v\u00e4llisten menetelmien k\u00e4yt\u00f6st\u00e4 saatavat korvaukset &quot;kannustavat t\u00e4sm\u00e4viljely\u00e4 poistamalla taloudellisia esteit\u00e4&quot;. Senaattori Deb Fischer, joka tukee Viimeist\u00e4 eekkeri\u00e4 -aloitetta, sanoi toukokuussa, ett\u00e4 maanviljelij\u00e4t &quot;tarvitsevat interneti\u00e4, joka ulottuu heid\u00e4n kotiensa ulkopuolelle ja heid\u00e4n pelloilleen&quot;.\u201c<\/p>\n<p>Senaatin maatalousryhm\u00e4n puheenjohtaja Debbie Stabenow puhui kokouksen alussa ongelmista, kuten tietojemme turvassa pit\u00e4misest\u00e4 verkossa, hyv\u00e4st\u00e4 internetyhteydest\u00e4, teko\u00e4lyn kustannuksista ja tietojen yksityisyyden s\u00e4ilytt\u00e4misest\u00e4. Stabenow sanoi my\u00f6s, ett\u00e4 Yhdysvaltojen on ponnisteltava voimakkaasti maataloustutkimuksessa pysy\u00e4kseen maailmanlaajuisesti edell\u00e4. Ryhm\u00e4n Arkansasin johtava republikaani John Boozman sanoi: &quot;Vaikka teko\u00e4ly voi tehd\u00e4 suuria asioita, meid\u00e4n on oltava varovaisia ja esitett\u00e4v\u00e4 vaikeita kysymyksi\u00e4 mahdollisista ongelmista.&quot;\u201c<\/p>","protected":false},"excerpt":{"rendered":"<p>\u00c4lyteknologia, kuten rikkaruohojen poistoon tarkoitetut koneet ja sadonkorjuuohjelmistot, voisivat parantaa maanviljely\u00e4. Asiantuntijat kuitenkin kertoivat senaattoreille tiistaina, ett\u00e4\u2026<\/p>","protected":false},"author":210249433,"featured_media":9041,"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,"_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":[1365],"tags":[],"class_list":["post-9037","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI in Agriculture Requires Security and Affordability - GeoPard Agriculture<\/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:\/\/geopard.tech\/fin\/blogi\/tekoaly-maataloudessa-vaatii-turvallisuutta-ja-kohtuuhintaisuutta\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"AI in Agriculture Requires Security and Affordability - GeoPard Agriculture\" \/>\n<meta property=\"og:description\" content=\"Smart technology, like machines that get rid of weeds and software for picking crops, could make farming better. But, experts told senators on Tuesday that...\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/fin\/blogi\/tekoaly-maataloudessa-vaatii-turvallisuutta-ja-kohtuuhintaisuutta\/\" \/>\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=\"2023-11-19T18:28:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2023\/11\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Muhammad Farjad\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:site\" content=\"@geopardagri\" \/>\n<meta name=\"twitter:label1\" content=\"Kirjoittanut\" \/>\n\t<meta name=\"twitter:data1\" content=\"Muhammad Farjad\" \/>\n\t<meta name=\"twitter:label2\" content=\"Arvioitu lukuaika\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuuttia\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/\"},\"author\":{\"name\":\"Muhammad Farjad\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/123c5562fb47aa8cf3aa81ae91e5e935\"},\"headline\":\"AI in Agriculture Requires Security and Affordability\",\"datePublished\":\"2023-11-19T18:28:53+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/\"},\"wordCount\":508,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1\",\"articleSection\":[\"News\"],\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/\",\"name\":\"AI in Agriculture Requires Security and Affordability - GeoPard Agriculture\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1\",\"datePublished\":\"2023-11-19T18:28:53+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#breadcrumb\"},\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2023\\\/11\\\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1\",\"width\":1920,\"height\":1080,\"caption\":\"AI in Agriculture Requires Security and Affordability\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/ai-in-agriculture-requires-security-and-affordability\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI in Agriculture Requires Security and Affordability\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"name\":\"GeoPard - Precision agriculture software\",\"description\":\"Precision agriculture Mapping software\",\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"alternateName\":\"GeoPard\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/geopard.tech\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fi\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\",\"name\":\"GeoPard Agriculture\",\"alternateName\":\"GeoPard\",\"url\":\"https:\\\/\\\/geopard.tech\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/favicon.png?fit=200%2C200&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2022\\\/03\\\/favicon.png?fit=200%2C200&ssl=1\",\"width\":200,\"height\":200,\"caption\":\"GeoPard Agriculture\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/geopardAgriculture\\\/\",\"https:\\\/\\\/x.com\\\/geopardagri\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/geopard-agriculture\\\/\",\"https:\\\/\\\/www.instagram.com\\\/geopardagriculture\\\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/123c5562fb47aa8cf3aa81ae91e5e935\",\"name\":\"Muhammad Farjad\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g\",\"caption\":\"Muhammad Farjad\"},\"url\":\"#\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Teko\u00e4ly maataloudessa vaatii turvallisuutta ja kohtuuhintaisuutta - GeoPard Agriculture","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/geopard.tech\/fin\/blogi\/tekoaly-maataloudessa-vaatii-turvallisuutta-ja-kohtuuhintaisuutta\/","og_locale":"fi_FI","og_type":"article","og_title":"AI in Agriculture Requires Security and Affordability - GeoPard Agriculture","og_description":"Smart technology, like machines that get rid of weeds and software for picking crops, could make farming better. But, experts told senators on Tuesday that...","og_url":"https:\/\/geopard.tech\/fin\/blogi\/tekoaly-maataloudessa-vaatii-turvallisuutta-ja-kohtuuhintaisuutta\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2023-11-19T18:28:53+00:00","og_image":[{"width":1920,"height":1080,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2023\/11\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg","type":"image\/jpeg"}],"author":"Muhammad Farjad","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"Kirjoittanut":"Muhammad Farjad","Arvioitu lukuaika":"2 minuuttia"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/"},"author":{"name":"Muhammad Farjad","@id":"https:\/\/geopard.tech\/#\/schema\/person\/123c5562fb47aa8cf3aa81ae91e5e935"},"headline":"AI in Agriculture Requires Security and Affordability","datePublished":"2023-11-19T18:28:53+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/"},"wordCount":508,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/11\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1","articleSection":["News"],"inLanguage":"fi","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/","url":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/","name":"Teko\u00e4ly maataloudessa vaatii turvallisuutta ja kohtuuhintaisuutta - GeoPard Agriculture","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/11\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1","datePublished":"2023-11-19T18:28:53+00:00","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#breadcrumb"},"inLanguage":"fi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/"]}]},{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/11\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/11\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1","width":1920,"height":1080,"caption":"AI in Agriculture Requires Security and Affordability"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/ai-in-agriculture-requires-security-and-affordability\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"AI in Agriculture Requires Security and Affordability"}]},{"@type":"WebSite","@id":"https:\/\/geopard.tech\/#website","url":"https:\/\/geopard.tech\/","name":"GeoPard - T\u00e4sm\u00e4viljelyohjelmisto","description":"Tarkkuusviljelyn kartoitusohjelmisto","publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"alternateName":"GeoPard","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/geopard.tech\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fi"},{"@type":"Organization","@id":"https:\/\/geopard.tech\/#organization","name":"GeoPard Maatalous","alternateName":"GeoPard","url":"https:\/\/geopard.tech\/","logo":{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/03\/favicon.png?fit=200%2C200&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/03\/favicon.png?fit=200%2C200&ssl=1","width":200,"height":200,"caption":"GeoPard Agriculture"},"image":{"@id":"https:\/\/geopard.tech\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/geopardAgriculture\/","https:\/\/x.com\/geopardagri","https:\/\/www.linkedin.com\/company\/geopard-agriculture\/","https:\/\/www.instagram.com\/geopardagriculture\/"]},{"@type":"Person","@id":"https:\/\/geopard.tech\/#\/schema\/person\/123c5562fb47aa8cf3aa81ae91e5e935","name":"Muhammad Farjad","image":{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/secure.gravatar.com\/avatar\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/51b9af87d9b0801ae1c0ab294a0f06eb669f60d5168f33394aeeca9de86537bb?s=96&d=identicon&r=g","caption":"Muhammad Farjad"},"url":"#"}]}},"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2023\/11\/AI-in-Agriculture-Requires-Security-and-Affordability.jpg?fit=1920%2C1080&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdiCPa-2lL","_links":{"self":[{"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/posts\/9037","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/users\/210249433"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/comments?post=9037"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/posts\/9037\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/media\/9041"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/media?parent=9037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/categories?post=9037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/tags?post=9037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}