{"id":5661,"date":"2022-10-11T19:50:54","date_gmt":"2022-10-11T17:50:54","guid":{"rendered":"https:\/\/geopard.tech\/?p=5661"},"modified":"2026-09-13T10:54:35","modified_gmt":"2026-09-13T08:54:35","slug":"preciznost-analitike-temeljene-na-jednadzbama","status":"publish","type":"post","link":"https:\/\/geopard.tech\/hr\/blog\/equation-based-analytics-precision\/","title":{"rendered":"Analitika temeljena na jednad\u017ebama u preciznoj poljoprivredi"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Izlaskom modula za analitiku temeljenu na jednad\u017ebama, GeoPardov tim napravio je veliki korak naprijed u osna\u017eivanju poljoprivrednika, agronoma i analiti\u010dara prostornih podataka prakti\u010dnim uvidima za svaki kvadratni metar. Modul uklju\u010duje katalog s preko 50 unaprijed definiranih GeoPardovih preciznih formula koje pokrivaju \u0161irok raspon analitike povezane s poljoprivredom.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Precizne formule razvijene su na temelju <strong>vi\u0161egodi\u0161nja neovisna agronomska sveu\u010dili\u0161na i industrijska istra\u017eivanja<\/strong> i rigorozno su testirani kako bi se osigurala njihova to\u010dnost i korisnost. Mogu se jednostavno konfigurirati da budu <strong>izvr\u0161ava se automatski<\/strong> za bilo koje polje, pru\u017eaju\u0107i korisnicima sna\u017ene i pouzdane uvide koji im mogu pomo\u0107i u optimizaciji prinosa usjeva i smanjenju ulaznih tro\u0161kova.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Modul za analitiku temeljen na jednad\u017ebama klju\u010dna je zna\u010dajka GeoPard platforme, pru\u017eaju\u0107i korisnicima mo\u0107an alat za dublje razumijevanje njihovog poslovanja i dono\u0161enje odluka temeljenih na podacima o njihovim poljoprivrednim praksama. S stalno rastu\u0107im katalogom formula i mogu\u0107no\u0161\u0107u prilagodbe formula za razli\u010dite terenske scenarije, GeoPard mo\u017ee zadovoljiti specifi\u010dne potrebe bilo kojeg poljoprivrednog poslovanja.<\/p>\r\n\r\n\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"has-black-color has-text-color has-medium-font-size wp-block-paragraph\"><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh4.googleusercontent.com\/GlMwn4wfmG_uCEh4YaAY7w8wMmZ-eqdVkS9y8gZr1GFxnS7SJX_oH7njtMadYROdlHRkmsqg69JEGGFl-m02gJhdipOKxaoyohJDuzo5lAdmsx3CEGc3jUbTgaakZZc1ZzL1IThM15urylg81hoYv3Fv_lfHK3Y3iYtNiOBMhEGBzKF_eoyV8QBcJQ\" alt=\"Uklanjanje kalija na temelju podataka o prinosu\" width=\"900\" height=\"517\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"has-text-align-center wp-block-paragraph\"><em>Uklanjanje kalija na temelju podataka o prinosu<\/em><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading has-luminous-vivid-orange-color has-text-color\">Primjeri upotrebe (vidi primjere u nastavku):<\/h2>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li><strong>Apsorpcija du\u0161ika<\/strong> u apsolutnim brojkama koriste\u0107i podatke o prinosu i proteinima<\/li>\r\n\r\n\r\n\r\n<li><a style=\"font-weight: bold;\" href=\"https:\/\/geopard.tech\/hr\/blog\/sto-je-nedostatak-dusika-kod-biljaka-i-kako-ga-rijesiti\/\">U\u010dinkovitost kori\u0161tenja du\u0161ika (NUE)<\/a> i izra\u010duni vi\u0161ka s podatkovnim slojevima prinosa i proteina<\/li>\r\n\r\n\r\n\r\n<li>Preporuke za vapno temeljene na pH podacima iz uzorkovanja tla ili <a href=\"https:\/\/geopard.tech\/hr\/blog\/soiloptix-analiza-podataka-u-preciznoj-poljoprivredi\/\">skeneri tla<\/a><\/li>\r\n\r\n\r\n\r\n<li>Podpolje (zone ili razina piksela) <strong>Karte ROI-a<\/strong>)<\/li>\r\n\r\n\r\n\r\n<li>Preporuke za gnojidbu mikro i makro hranjivim tvarima temeljene na uzorkovanju tla, potencijalu polja, topografiji i podacima o prinosu<\/li>\r\n\r\n\r\n\r\n<li><a href=\"https:\/\/geopard.tech\/hr\/uzgoj-ugljika\/\">Modeliranje ugljika<\/a><\/li>\r\n\r\n\r\n\r\n<li>Otkrivanje promjena i upozoravanje (izra\u010dunajte razliku izme\u0111u slika Sentinel-2, Landsat8-9 ili Planet)<\/li>\r\n\r\n\r\n\r\n<li>Modeliranje vla\u017enosti tla i \u017eitarica<\/li>\r\n\r\n\r\n\r\n<li>Izra\u010dun suhog prinosa iz skupova podataka o mokrom prinosu<\/li>\r\n\r\n\r\n\r\n<li>Izra\u010dun razlike izme\u0111u mapa Target Rx i As-Applyed<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh6.googleusercontent.com\/S9ASOYQ8p5Kl0ypoAYHi9SOSvHdQVEfobTDr5MzLda20LlhseQJ-yP6npZrKG9Z0bMheGSD51rVO4bWOe_dvwip0ABR0pyrletctTwR_sFG-a6Pe67EqT3V82dXmoRiwRb0kqrIsnqXxBEJ9IGt2yAC_wESVcn0yXQfr_Xmz0x1co8fplQgdR-F9cw\" alt=\"Preporuke za kalij temeljene na dva cilja prinosa (zone produktivnosti)\" width=\"864\" height=\"499\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-heading has-text-align-center\" style=\"text-align: center;\"><strong><em>Preporuke za kalij temeljene na dva cilja prinosa (zone produktivnosti)<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><img decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh6.googleusercontent.com\/CwtWL3lCUlFP3r2Df6xl7QHtu4WjwKOesvFvxApUUmXj_uhqxN51hdvmNnGq3dzhHywDVMnHoPr-xd4BIb7vEZRE04fL1IJyLcBRykIGW6hNMTgBu2VzmtHLuIUZ03SSIpq7bIquqBtNFCo-JtJaSzwKXmtazVS0gA8ZtBGzL7AbNpNE2i9bgDsmBw\" alt=\"Gnojivo: Vodi\u010d za preporuke. Kalij \/ Kukuruz. \" width=\"814\" height=\"437\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-heading has-text-align-center\" style=\"text-align: center;\"><strong><em>Gnojivo: Vodi\u010d za preporuke (Sveu\u010dili\u0161te Ju\u017ene Dakote): Kalij \/ Kukuruz. Pregled i revizija: Jason Clark | Docent i stru\u010dnjak za plodnost tla pri SDSU-u<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh4.googleusercontent.com\/R35yIeirbkCDth8X4l3hgjIC441uWamnfMRXpG7XFDwk9B1gkUARx1QZDe8pe0DOQbl0BeOxxMJiYvT9eJ86mM537KukQSmMzR9ewxMg-8tq98zIh6T_v1IukYDTZH5EBm96CHHRsF9zGTEuHAE3f0qgKiNGppGQmEgkQwCFo125yFPM8o1RaJbXzw\" alt=\"U\u010dinkovitost kori\u0161tenja kalija u kg\/ha\" width=\"688\" height=\"397\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-heading has-text-align-center\" style=\"text-align: center;\"><strong><em>U\u010dinkovitost kori\u0161tenja kalija u kg\/ha<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh4.googleusercontent.com\/UGrJfn-X5MRt0GAE5Yql31Se8jD9Llyimy3spvq45WcUHQJovnQLCLt4UIonKTIs1aBZc4ezqxOuxod4Yq4rT9yJI26BfVVX_vZLi1MTwWYBc6bUl_bQ_MGGcEhxOdd8EwaHXV8v3acAWfVNhCzYzd_74EU6hg0jBuckTlo6VViTeTXQJoXbLwvePg\" alt=\"U\u010dinkovitost kori\u0161tenja du\u0161ika u postocima. Izra\u010dun se temelji na slojevima podataka o prinosu, proteinima i vlazi zrna.\" width=\"864\" height=\"496\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-heading has-text-align-center\" style=\"text-align: center;\"><strong><em>U\u010dinkovitost kori\u0161tenja du\u0161ika u postocima. Izra\u010dun se temelji na slojevima podataka o prinosu, proteinima i vlazi zrna.<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh5.googleusercontent.com\/ECaxW913XKaKjD4lWxRND4U6FZIPO7I0HpP7ZXYmbAqBQpSFCw2Zu0Fn-xha7MuuIjnlfqTw1ZX_Um5ZT45HznAHFzEfDmLcj5NY5kTaylTfm7QnI4Iky5_XRtowvbXfoP-GEIBppt4SKUEVi3yKg0vpuE74aIYY0GzTluQG1Xc7Vk-kuyrhJkATkQ\" alt=\"Du\u0161ik: Ciljani recept u odnosu na primijenjeni du\u0161ik\" width=\"793\" height=\"458\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-heading has-text-align-center\" style=\"text-align: center;\"><strong><em>Du\u0161ik: Ciljani recept u odnosu na primijenjeni du\u0161ik<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh6.googleusercontent.com\/TrWMeO6MbH5auZ80g-A9xeuyfD9OfphrbwplHvO0TMjbV8UfIipZVtpQHeVAo2mGRDZQ8sHZU9iVe7jRr5wWYVEDXXQRWkfwzwgmP1pzoH5AlY9kBZdXBnDrZEmaPW1gTFoiufg8S8DTlNIMqiwJOngZaGXcJp17BrEJ2UUNKqGSVqJ8WQMeSlTu9w\" alt=\"Razlika u klorofilu izme\u0111u dvije satelitske snimke\" width=\"864\" height=\"499\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-heading has-text-align-center\" style=\"text-align: center;\"><strong><em>Razlika u klorofilu izme\u0111u dvije satelitske snimke<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Korisnik GeoPard-a mo\u017ee prilagoditi postoje\u0107e i kreirati svoje <strong>privatne formule<\/strong> na temelju slika, tla, prinosa, topografije ili bilo kojeg drugog sloja podataka koje GeoPard podr\u017eava.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"has-text-align-center wp-block-paragraph\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone\" src=\"https:\/\/lh6.googleusercontent.com\/251VKzGe3zEjtsjuVTl3B3G-ViTC2tQo9fPWHBoQ-fshW1jAfifZcsXtZ2KJc5ImMLGWFL94V9ko-wy6aJQ7zSiqNiMkhl3Ab6BnGFDAiCLUFIAaKruVeEtmky_qLCptWjk8hY4Ogcx5QpO7Ph3VGfeMX4x0OCv4VFvMBGA8rkTiKNcVEOy983tu\" alt=\"Primjeri predlo\u0161ka GeoPard jednad\u017ebi\" width=\"329\" height=\"461\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-heading has-text-align-center\" style=\"text-align: center;\"><strong><em>Primjeri predlo\u0161ka GeoPard jednad\u017ebi<\/em><\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">&nbsp;<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Analitika temeljena na formulama poma\u017ee poljoprivrednicima, agronomima i znanstvenicima podataka da automatiziraju svoje tijekove rada i donose odluke na temelju vi\u0161e podataka i znanstvenih istra\u017eivanja kako bi se omogu\u0107ila lak\u0161a implementacija odr\u017eive i precizne poljoprivrede.<\/p>\r\n<h2>\u0160to je analitika temeljena na jednad\u017ebama u preciznoj poljoprivredi? Upotreba precizne formule<\/h2>\r\n<p>Analitika temeljena na jednad\u017ebama u preciznoj poljoprivredi odnosi se na kori\u0161tenje matemati\u010dkih modela, jednad\u017ebi, preciznih formula i algoritama za analizu poljoprivrednih podataka i dobivanje uvida koji mogu pomo\u0107i poljoprivrednicima u dono\u0161enju boljih odluka o upravljanju usjevima.<\/p>\r\n<p>Ove analiti\u010dke metode uklju\u010duju razli\u010dite \u010dimbenike poput vremenskih uvjeta, svojstava tla, rasta usjeva i potreba za hranjivim tvarima kako bi se optimizirale poljoprivredne prakse i pobolj\u0161ali prinosi usjeva, a istovremeno smanjio otpad resursa i utjecaj na okoli\u0161.<\/p>\r\n<p>Neke od klju\u010dnih komponenti analitike temeljene na jednad\u017ebama u preciznoj poljoprivredi uklju\u010duju:<\/p>\r\n<ul>\r\n<li><strong>Modeli rasta usjeva:<\/strong> Ovi modeli opisuju odnos izme\u0111u razli\u010ditih \u010dimbenika kao \u0161to su vrijeme, svojstva tla i prakse upravljanja usjevima, kako bi se predvidio rast i prinos usjeva. Primjeri takvih modela uklju\u010duju modele CERES (Crop Environment Resource Synthesis) i APSIM (Agricultural Production Systems sIMulator). Ovi modeli mogu pomo\u0107i poljoprivrednicima da donose informirane odluke o datumima sadnje, sortama usjeva i rasporedu navodnjavanja.<\/li>\r\n<li><strong>Modeli vode u tlu:<\/strong> Ovi modeli procjenjuju sadr\u017eaj vode u profilu tla na temelju \u010dimbenika kao \u0161to su oborine, isparavanje i potro\u0161nja vode usjeva. Oni mogu pomo\u0107i poljoprivrednicima da optimiziraju prakse navodnjavanja, osiguravaju\u0107i da se voda primjenjuje u\u010dinkovito i u pravo vrijeme kako bi se maksimizirali prinosi usjeva.<\/li>\r\n<li><strong>Modeli upravljanja hranjivim tvarima:<\/strong> Ovi modeli predvi\u0111aju potrebe usjeva za hranjivim tvarima i poma\u017eu poljoprivrednicima u odre\u0111ivanju optimalnih stopa i vremena primjene gnojiva. Kori\u0161tenjem ovih modela, poljoprivrednici mogu osigurati da usjevi prime pravu koli\u010dinu hranjivih tvari, a istovremeno minimiziraju rizik od otjecanja hranjivih tvari i one\u010di\u0161\u0107enja okoli\u0161a.<\/li>\r\n<li><strong>Modeli \u0161teto\u010dina i bolesti:<\/strong> Ovi modeli predvi\u0111aju vjerojatnost pojave \u0161tetnika i bolesti na temelju \u010dimbenika kao \u0161to su vremenski uvjeti, faze rasta usjeva i prakse upravljanja. Kori\u0161tenjem ovih modela, poljoprivrednici mogu donositi proaktivne odluke o suzbijanju \u0161tetnika i bolesti, kao \u0161to je prilago\u0111avanje datuma sadnje ili primjena pesticida u pravo vrijeme.<\/li>\r\n<li><strong>Modeli temeljeni na daljinskom istra\u017eivanju:<\/strong> Ovi modeli koriste satelitske snimke i druge podatke daljinskog istra\u017eivanja za pra\u0107enje zdravlja usjeva, otkrivanje faktora stresa i procjenu prinosa. Integracijom ovih informacija s drugim izvorima podataka, poljoprivrednici mogu donositi bolje odluke o upravljanju usjevima i optimizirati kori\u0161tenje resursa.<\/li>\r\n<\/ul>\r\n<p>Ukratko, analitika temeljena na jednad\u017ebama u preciznoj poljoprivredi koristi matemati\u010dke modele i algoritme za analizu slo\u017eenih interakcija izme\u0111u razli\u010ditih \u010dimbenika koji utje\u010du na rast i upravljanje usjevima. Kori\u0161tenjem ove analitike, poljoprivrednici mogu donositi odluke temeljene na podacima kako bi optimizirali poljoprivredne prakse, pobolj\u0161ali prinose usjeva i smanjili utjecaj na okoli\u0161.<\/p>\r\n<hr \/>\r\n<h2>\u010cesto postavljana pitanja<\/h2>\r\n<hr \/>\r\n<p><strong>1. Kako precizna poljoprivreda mo\u017ee pomo\u0107i u rje\u0161avanju problema kori\u0161tenja resursa i one\u010di\u0161\u0107enja u poljoprivredi?<\/strong><\/p>\r\n<p>Mo\u017ee pomo\u0107i u rje\u0161avanju problema kori\u0161tenja resursa i one\u010di\u0161\u0107enja u poljoprivredi kroz ciljanu primjenu resursa, u\u010dinkovito upravljanje resursima, pobolj\u0161ano pra\u0107enje i usvajanje praksi o\u010duvanja. Primjenom inputa poput gnojiva i pesticida samo tamo gdje je potrebno, poljoprivrednici mogu smanjiti otpad i minimizirati one\u010di\u0161\u0107enje.<\/p>\r\n<p>Dono\u0161enje odluka temeljenih na podacima omogu\u0107uje optimalno upravljanje resursima, dok pra\u0107enje u stvarnom vremenu omogu\u0107uje pravovremene intervencije kako bi se sprije\u010dili incidenti one\u010di\u0161\u0107enja. Osim toga, provedba praksi o\u010duvanja poti\u010de odr\u017eivu poljoprivredu i smanjuje utjecaj na okoli\u0161.<\/p>","protected":false},"excerpt":{"rendered":"<p>Objavljivanjem modula za analitiku temeljenu na jednad\u017ebama, GeoPardov tim je napravio veliki korak naprijed u osna\u017eivanju poljoprivrednika, agronoma i analiti\u010dara prostornih podataka\u2026<\/p>","protected":false},"author":210157960,"featured_media":5673,"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":[1586,1657,1372,1376,1378,1379,1368,1369],"tags":[1598],"class_list":["post-5661","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-features","category-precision-farming","category-blog","category-management-zones","category-remote-sensing","category-soil-data","category-yield","category-vra","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.4 - 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