{"id":174,"date":"2019-10-06T14:51:00","date_gmt":"2019-10-06T12:51:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=174"},"modified":"2024-12-01T18:43:34","modified_gmt":"2024-12-01T17:43:34","slug":"satelliittipohjainen-maatalouden-seuranta-peltoanalytiikkaa-varten","status":"publish","type":"post","link":"https:\/\/geopard.tech\/fin\/blog\/satellite-agriculture-monitoring-for-field-analytics\/","title":{"rendered":"Satelliittinen maatalouden seuranta peltoanalytiikkaa varten"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>Mit\u00e4 se tarkoittaa<\/strong>GeoPard tarjoaa p\u00e4\u00e4syn yli 30 vuoden arkistoon k\u00e4sitelty\u00e4, kalibroitua ja puhdistettua satelliittikuvadataa kattavine n\u00e4kymineen. N\u00e4kym\u00e4t lasketaan jokaista satelliittikuvaa vasten silm\u00e4nr\u00e4p\u00e4yksess\u00e4.\u00a0<\/p>\r\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11041\" class=\"elementor elementor-11041\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-e799df5 e-flex e-con-boxed e-con e-parent\" data-id=\"e799df5\" 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-d3bdca6 elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"d3bdca6\" 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=\"\u0639\u0627\u0631\u0636 \u0627\u0644\u0635\u0648\u0631\" 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 \u0645\u0646 4\" 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\/09\/image-1.png?fit=1680%2C958&amp;ssl=1\" alt=\"Satelliittipohjainen maatalouden seuranta peltoanalytiikkaa varten\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 \u0645\u0646 4\" 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-13-1.webp?fit=1680%2C961&amp;ssl=1\" alt=\"RGB - todellinen v\u00e4riyhdistelm\u00e4 esimerkki kauden kuvista vuodelle 2019\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 \u0645\u0646 4\" 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-1-8-1.webp?fit=1680%2C960&amp;ssl=1\" alt=\"Parannettu kasvillisuusindeksi analysoi kasveja kaikissa kasvuvaiheissa\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"4 \u0645\u0646 4\" 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-2-6-1.webp?fit=1680%2C965&amp;ssl=1\" alt=\"Pellon vihre\u00e4n klorofyllin indeksi: mittaa kasvin terveytt\u00e4 klorofyllipitoisuuden laskiessa stressaantuneiden kasvien kohdalla\" \/><\/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<p>GeoPard-ratkaisun perustana on syv\u00e4llinen kauden sis\u00e4inen ja historiallinen kentt\u00e4analytiikka.<\/p>\r\n\r\n\r\n\r\n<h2>Mit\u00e4 on satelliittipohjainen maatalouden seuranta?<\/h2>\r\n<p class=\"wp-block-paragraph\">Satelliittipohjaisella maatalouden seurannalla tarkoitetaan satelliittipohjaisten kaukokartoitustekniikoiden k\u00e4ytt\u00f6\u00e4 tiedon ker\u00e4\u00e4miseen viljelykasveista ja niiden viljelymaasta.<\/p>\r\n<p>T\u00e4m\u00e4n teknologian avulla maanviljelij\u00e4t ja tutkijat voivat seurata satojen kasvua, havaita kasvillisuuden terveyden muutoksia, mitata maank\u00e4yt\u00f6n laajuutta ja seurata ymp\u00e4rist\u00f6olosuhteita et\u00e4\u00e4lt\u00e4.<\/p>\r\n<p>Analysoimalla satelliittikuvia viljelij\u00e4t voivat havaita ongelmia, kuten ravinnepuutoksia, tuholaisia ja tauteja, varhaisessa vaiheessa ja ryhty\u00e4 korjaaviin toimenpiteisiin ennen kuin ne aiheuttavat merkitt\u00e4v\u00e4\u00e4 vahinkoa sadoille.<\/p>\r\n<p>Satelliittikuvista saatuja tietoja voidaan k\u00e4ytt\u00e4\u00e4 my\u00f6s kasteluohjelmien optimointiin, sadon ennustamiseen ja sadontuotannon arviointiin.<\/p>\r\n<p>Satelliittipohjainen maatalouden seuranta voi tarjota arvokasta tietoa maatalouden hallintaan, jolloin viljelij\u00e4t voivat tehd\u00e4 tietoisempia p\u00e4\u00e4t\u00f6ksi\u00e4 ja parantaa satoaan ja kannattavuuttaan.<\/p>\r\n<p>Sill\u00e4 on my\u00f6s t\u00e4rke\u00e4 rooli ruokaturvan ja kest\u00e4vyyden kannalta, koska se mahdollistaa luonnonvarojen tehokkaamman k\u00e4yt\u00f6n ja v\u00e4hent\u00e4\u00e4 maatalouden ymp\u00e4rist\u00f6vaikutuksia.<\/p>\r\n<h2>Miten satelliittiseurantaa maataloudessa voi hy\u00f6dynt\u00e4\u00e4?<\/h2>\r\n<p>L\u00e4hes reaaliajassa voit seurata sadon kehityst\u00e4, mukaan lukien retrospektiiviset analyysit ja kunnonarvioinnit, etsi\u00e4 alueita, joilla on erilainen kasvutaso, havaita poikkeavuuksia ja varmasti verrata tilaasi naapuripeltoihin ja -alueisiin.<\/p>\r\n<p>Lis\u00e4ksi sit\u00e4 voidaan k\u00e4ytt\u00e4\u00e4 monin tavoin maanviljelij\u00f6iden ja tutkijoiden hy\u00f6dyksi. T\u00e4ss\u00e4 on muutamia esimerkkej\u00e4:<\/p>\r\n<ul>\r\n<li><strong>Kasvien seuranta:<\/strong> Satelliittikuvia voidaan k\u00e4ytt\u00e4\u00e4 satojen kasvun ja kehityksen seuraamiseen ajan kuluessa. Analysoimalla satelliittikuvia viljelij\u00e4t voivat seurata satojensa terveytt\u00e4, tunnistaa stressi- tai tautialueita ja mukauttaa hoitok\u00e4yt\u00e4nt\u00f6j\u00e4\u00e4n vastaavasti.<\/li>\r\n<li><strong>Tuottoennuste:<\/strong> Satelliittidataa voidaan k\u00e4ytt\u00e4\u00e4 satojen arvioimiseen kasvillisuusindeksien, maaper\u00e4n kosteuden ja muiden parametrien perusteella. N\u00e4m\u00e4 tiedot voivat auttaa viljelij\u00f6it\u00e4 tekem\u00e4\u00e4n tietoon perustuvia p\u00e4\u00e4t\u00f6ksi\u00e4 sadonkorjuuaikatauluista ja markkinointistrategioista.<\/li>\r\n<li><strong>Kastelun hallinta:<\/strong> Satelliittikuvia voidaan k\u00e4ytt\u00e4\u00e4 maaper\u00e4n kosteustasojen ja viljelykasvien vedenk\u00e4yt\u00f6n seurantaan, mik\u00e4 antaa viljelij\u00f6ille mahdollisuuden optimoida kasteluaikataulujaan ja v\u00e4hent\u00e4\u00e4 veden hukkaa.<\/li>\r\n<li><strong>Maaper\u00e4n kartoitus:<\/strong> Satelliittikuvia voidaan k\u00e4ytt\u00e4\u00e4 maaper\u00e4n ominaisuuksien, kuten rakenteen, orgaanisen aineksen pitoisuuden ja ravinteiden saatavuuden, kartoittamiseen. N\u00e4m\u00e4 tiedot voivat auttaa viljelij\u00f6it\u00e4 tekem\u00e4\u00e4n tietoisempia p\u00e4\u00e4t\u00f6ksi\u00e4 lannoituksesta ja muista maaper\u00e4n hoitok\u00e4yt\u00e4nn\u00f6ist\u00e4.<\/li>\r\n<li><strong>Tuholaisten ja tautien seuranta:<\/strong> Satelliittikuvia voidaan k\u00e4ytt\u00e4\u00e4 tuholais- ja tautien esiintymisalueiden havaitsemiseen, jolloin viljelij\u00e4t voivat ryhty\u00e4 ennaltaehk\u00e4iseviin toimenpiteisiin ennen merkitt\u00e4vien vahinkojen syntymist\u00e4.<\/li>\r\n<li><strong>Maank\u00e4yt\u00f6n kartoitus:<\/strong> Satelliittikuvia voidaan k\u00e4ytt\u00e4\u00e4 maank\u00e4ytt\u00f6mallien ja ajan kuluessa tapahtuvien muutosten kartoittamiseen. N\u00e4m\u00e4 tiedot voivat auttaa p\u00e4\u00e4tt\u00e4ji\u00e4 ja tutkijoita ymm\u00e4rt\u00e4m\u00e4\u00e4n paremmin maank\u00e4yt\u00f6n dynamiikkaa ja kehitt\u00e4m\u00e4\u00e4n tehokkaampia maank\u00e4ytt\u00f6politiikkoja.<\/li>\r\n<\/ul>\r\n<p>Kaiken kaikkiaan satelliittipohjainen maatalouden seuranta tarjoaa runsaasti tietoa, joka voi auttaa viljelij\u00f6it\u00e4 ja tutkijoita tekem\u00e4\u00e4n tietoisempia p\u00e4\u00e4t\u00f6ksi\u00e4 ja parantamaan maatalouden tuottavuutta ja kest\u00e4vyytt\u00e4.<\/p>","protected":false},"excerpt":{"rendered":"<p>Mit\u00e4 se tarkoittaa? GeoPard tarjoaa p\u00e4\u00e4syn yli 30 vuoden arkistoon k\u00e4siteltyj\u00e4, kalibroituja ja puhdistettuja satelliittikuvatietoja, jotka sis\u00e4lt\u00e4v\u00e4t kattavat\u2026<\/p>","protected":false},"author":210157960,"featured_media":1376,"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":[1377,1378],"tags":[1618],"class_list":["post-174","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-crop-monitoring","category-remote-sensing","tag-crop-monitoring"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Satellite agriculture monitoring<\/title>\n<meta name=\"description\" content=\"Satellite agriculture monitoring provides access to an archive of processed, calibrated and cleaned satellite image data.\" \/>\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\/satelliittipohjainen-maatalouden-seuranta-peltoanalytiikkaa-varten\/\" \/>\n<meta property=\"og:locale\" content=\"fi_FI\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Satellite agriculture monitoring\" \/>\n<meta property=\"og:description\" content=\"Satellite agriculture monitoring provides access to an archive of processed, calibrated and cleaned satellite image data.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/geopard.tech\/fin\/blogi\/satelliittipohjainen-maatalouden-seuranta-peltoanalytiikkaa-varten\/\" \/>\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=\"2019-10-06T12:51:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-12-01T17:43:34+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Satellite-monitoring.webp\" \/>\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 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=\"dementievgeopard\" \/>\n\t<meta name=\"twitter:label2\" content=\"Arvioitu lukuaika\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minuutti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/\"},\"author\":{\"name\":\"dementievgeopard\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/#\\\/schema\\\/person\\\/dd217733c742620adc57befbbcd84a8a\"},\"headline\":\"Satellite Agriculture Monitoring For Field Analytics\",\"datePublished\":\"2019-10-06T12:51:00+00:00\",\"dateModified\":\"2024-12-01T17:43:34+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/\"},\"wordCount\":497,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1\",\"keywords\":[\"Crop Monitoring\"],\"articleSection\":[\"Crop monitoring\",\"Remote Sensing\"],\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/\",\"url\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/\",\"name\":\"Satellite agriculture monitoring\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1\",\"datePublished\":\"2019-10-06T12:51:00+00:00\",\"dateModified\":\"2024-12-01T17:43:34+00:00\",\"description\":\"Satellite agriculture monitoring provides access to an archive of processed, calibrated and cleaned satellite image data.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#breadcrumb\"},\"inLanguage\":\"fi\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#primaryimage\",\"url\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1\",\"contentUrl\":\"https:\\\/\\\/i0.wp.com\\\/geopard.tech\\\/wp-content\\\/uploads\\\/2021\\\/11\\\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1\",\"width\":1200,\"height\":675,\"caption\":\"Satellite Agriculture Monitoring For Field Analytics\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/geopard.tech\\\/blog\\\/satellite-agriculture-monitoring-for-field-analytics\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/geopard.tech\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Satellite Agriculture Monitoring For Field Analytics\"}]},{\"@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\\\/dd217733c742620adc57befbbcd84a8a\",\"name\":\"dementievgeopard\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fi\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g\",\"caption\":\"dementievgeopard\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Satelliittiseuranta maataloudessa","description":"Satelliittipohjainen maatalouden seuranta tarjoaa p\u00e4\u00e4syn k\u00e4siteltyjen, kalibroitujen ja puhdistettujen satelliittikuvatietojen arkistoon.","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\/satelliittipohjainen-maatalouden-seuranta-peltoanalytiikkaa-varten\/","og_locale":"fi_FI","og_type":"article","og_title":"Satellite agriculture monitoring","og_description":"Satellite agriculture monitoring provides access to an archive of processed, calibrated and cleaned satellite image data.","og_url":"https:\/\/geopard.tech\/fin\/blogi\/satelliittipohjainen-maatalouden-seuranta-peltoanalytiikkaa-varten\/","og_site_name":"GeoPard - Precision agriculture Mapping software","article_publisher":"https:\/\/www.facebook.com\/geopardAgriculture\/","article_published_time":"2019-10-06T12:51:00+00:00","article_modified_time":"2024-12-01T17:43:34+00:00","og_image":[{"width":1200,"height":675,"url":"https:\/\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Satellite-monitoring.webp","type":"image\/webp"}],"author":"dementievgeopard","twitter_card":"summary_large_image","twitter_creator":"@geopardagri","twitter_site":"@geopardagri","twitter_misc":{"Kirjoittanut":"dementievgeopard","Arvioitu lukuaika":"1 minuutti"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#article","isPartOf":{"@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/"},"author":{"name":"dementievgeopard","@id":"https:\/\/geopard.tech\/#\/schema\/person\/dd217733c742620adc57befbbcd84a8a"},"headline":"Satellite Agriculture Monitoring For Field Analytics","datePublished":"2019-10-06T12:51:00+00:00","dateModified":"2024-12-01T17:43:34+00:00","mainEntityOfPage":{"@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/"},"wordCount":497,"commentCount":0,"publisher":{"@id":"https:\/\/geopard.tech\/#organization"},"image":{"@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1","keywords":["Crop Monitoring"],"articleSection":["Crop monitoring","Remote Sensing"],"inLanguage":"fi","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/","url":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/","name":"Satelliittiseuranta maataloudessa","isPartOf":{"@id":"https:\/\/geopard.tech\/#website"},"primaryImageOfPage":{"@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#primaryimage"},"image":{"@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#primaryimage"},"thumbnailUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1","datePublished":"2019-10-06T12:51:00+00:00","dateModified":"2024-12-01T17:43:34+00:00","description":"Satelliittipohjainen maatalouden seuranta tarjoaa p\u00e4\u00e4syn k\u00e4siteltyjen, kalibroitujen ja puhdistettujen satelliittikuvatietojen arkistoon.","breadcrumb":{"@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#breadcrumb"},"inLanguage":"fi","potentialAction":[{"@type":"ReadAction","target":["https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/"]}]},{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#primaryimage","url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1","contentUrl":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1","width":1200,"height":675,"caption":"Satellite Agriculture Monitoring For Field Analytics"},{"@type":"BreadcrumbList","@id":"https:\/\/geopard.tech\/blog\/satellite-agriculture-monitoring-for-field-analytics\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/geopard.tech\/"},{"@type":"ListItem","position":2,"name":"Satellite Agriculture Monitoring For Field Analytics"}]},{"@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\/dd217733c742620adc57befbbcd84a8a","name":"dementiageopardi","image":{"@type":"ImageObject","inLanguage":"fi","@id":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/7c09adac9c20b00454199df5a41ea67c812a6c97e948bf109899836ddde31354?s=96&d=identicon&r=g","caption":"dementievgeopard"}}]}},"jetpack_publicize_connections":[],"jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/pdiCPa-2O","jetpack_featured_media_url":"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Satellite-monitoring.webp?fit=1200%2C675&ssl=1","_links":{"self":[{"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/posts\/174","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\/210157960"}],"replies":[{"embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/comments?post=174"}],"version-history":[{"count":0,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/posts\/174\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/media\/1376"}],"wp:attachment":[{"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/media?parent=174"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/categories?post=174"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/geopard.tech\/fin\/wp-json\/wp\/v2\/tags?post=174"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}