{"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":"natancnost-analitike-na-podlagi-enacb","status":"publish","type":"post","link":"https:\/\/geopard.tech\/sl\/blog\/equation-based-analytics-precision\/","title":{"rendered":"Analitika na osnovi ena\u010db v preciznem kmetijstvu"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Z izdajo modula za analitiko na osnovi ena\u010db je ekipa GeoPard naredila velik korak naprej pri opolnomo\u010denju kmetov, agronomov in analitikov prostorskih podatkov z uporabnimi vpogledi za vsak kvadratni meter. Modul vklju\u010duje katalog ve\u010d kot 50 vnaprej dolo\u010denih natan\u010dnih formul GeoPard, ki pokrivajo \u0161irok spekter analitike, povezane s kmetijstvom.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Natan\u010dne formule so bile razvite na podlagi <strong>ve\u010dletne neodvisne agronomske univerzitetne in industrijske raziskave<\/strong> in so bili strogo preizku\u0161eni, da se zagotovi njihova natan\u010dnost in uporabnost. Z lahkoto jih je mogo\u010de konfigurirati tako, da so <strong>samodejno izvedeno<\/strong> za katero koli podro\u010dje, kar uporabnikom zagotavlja zmogljive in zanesljive vpoglede, ki jim lahko pomagajo optimizirati pridelek in zmanj\u0161ati vhodne stro\u0161ke.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Modul za analitiko na podlagi ena\u010db je osrednja zna\u010dilnost platforme GeoPard, ki uporabnikom zagotavlja zmogljivo orodje za globlje razumevanje njihovega delovanja in sprejemanje odlo\u010ditev o kmetijskih praksah na podlagi podatkov. Z nenehno rasto\u010dim katalogom formul in mo\u017enostjo prilagajanja formul za razli\u010dne terenske scenarije lahko GeoPard izpolni posebne potrebe katere koli kmetijske dejavnosti.<\/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=\"Odstranjevanje kalija na podlagi podatkov o pridelku\" width=\"900\" height=\"517\" \/><\/p>\r\n\r\n\r\n\r\n<p class=\"has-text-align-center wp-block-paragraph\"><em>Odstranjevanje kalija na podlagi podatkov o pridelku<\/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\">Primeri uporabe (glejte spodnje primere):<\/h2>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li><strong>Vnos du\u0161ika<\/strong> v absolutnih \u0161tevilkah z uporabo podatkov o pridelku in beljakovinah<\/li>\r\n\r\n\r\n\r\n<li><a style=\"font-weight: bold;\" href=\"https:\/\/geopard.tech\/sl\/blog\/kaj-je-pomanjkanje-dusika-in-kako-ga-odpraviti-pri-rastlinah\/\">U\u010dinkovitost uporabe du\u0161ika (NUE)<\/a> in izra\u010duni prese\u017eka s podatkovnimi plastmi prinosa in beljakovin<\/li>\r\n\r\n\r\n\r\n<li>Priporo\u010dila za apno na podlagi podatkov o pH iz vzor\u010denja tal ali <a href=\"https:\/\/geopard.tech\/sl\/blog\/analiza-podatkov-soiloptix-v-preciznem-kmetijstvu\/\">skenerji tal<\/a><\/li>\r\n\r\n\r\n\r\n<li>Podpolje (cone ali raven slikovnih pik <strong>Zemljevidi donosnosti nalo\u017ebe<\/strong>)<\/li>\r\n\r\n\r\n\r\n<li>Priporo\u010dila za gnojenje z mikro in makro hranili na podlagi vzor\u010denja tal, potenciala polja, topografije in podatkov o pridelku<\/li>\r\n\r\n\r\n\r\n<li><a href=\"https:\/\/geopard.tech\/sl\/ogljicno-gojenje\/\">Modeliranje ogljika<\/a><\/li>\r\n\r\n\r\n\r\n<li>Zaznavanje sprememb in opozarjanje (izra\u010dunajte razliko med posnetki Sentinel-2, Landsat8-9 ali Planet)<\/li>\r\n\r\n\r\n\r\n<li>Modeliranje vla\u017enosti tal in zrn<\/li>\r\n\r\n\r\n\r\n<li>Izra\u010dun suhega pridelka iz naborov podatkov o mokrem pridelku<\/li>\r\n\r\n\r\n\r\n<li>Izra\u010dun razlike med ciljnimi mapami Rx in mapami po nanosu<\/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=\"Priporo\u010dila za kalij na podlagi dveh ciljev pridelka (obmo\u010dij 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>Priporo\u010dila za kalij na podlagi dveh ciljev pridelka (obmo\u010dij 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=\"Gnojilo: Vodnik s priporo\u010dili. Kalij \/ Koruza. \" 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>Gnojilo: Vodnik s priporo\u010dili (Dr\u017eavna univerza Ju\u017ene Dakote): Kalij \/ Koruza. Pregled in revizija: Jason Clark | Docent in specialist za rodovitnost tal na SDSU Extension<\/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 uporabe kalija v 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 uporabe kalija v 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 izrabe du\u0161ika v odstotkih. Izra\u010dun temelji na podatkovnih slojih o pridelku, beljakovinah in vlagi zrnja.\" 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 izrabe du\u0161ika v odstotkih. Izra\u010dun temelji na podatkovnih slojih o pridelku, beljakovinah in vlagi zrnja.<\/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: Ciljni recept v primerjavi z du\u0161ikom, ki se uporablja\" 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: Ciljni recept v primerjavi z du\u0161ikom, ki se uporablja<\/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 v klorofilu med dvema satelitskima posnetkoma\" 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 v klorofilu med dvema satelitskima posnetkoma<\/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\">Uporabnik GeoParda lahko prilagodi obstoje\u010de in ustvari svoje <strong>zasebne formule<\/strong> na podlagi posnetkov, tal, pridelka, topografije ali katere koli druge podatkovne plasti, ki jo GeoPard podpira.\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=\"Primeri predloge GeoPard Equations\" 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>Primeri predloge GeoPard Equations<\/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 na podlagi formul pomaga kmetom, agronomom in podatkovnim znanstvenikom avtomatizirati njihove delovne procese in sprejemati odlo\u010ditve na podlagi ve\u010d podatkov in znanstvenih raziskav, kar omogo\u010da la\u017eje izvajanje trajnostnega in preciznega kmetijstva.<\/p>\r\n<h2>Kaj je analitika na osnovi ena\u010db v preciznem kmetijstvu? Uporaba precizne formule<\/h2>\r\n<p>Analitika, ki temelji na ena\u010dbah, v preciznem kmetijstvu se nana\u0161a na uporabo matemati\u010dnih modelov, ena\u010db, natan\u010dnih formul in algoritmov za analizo kmetijskih podatkov in pridobivanje vpogledov, ki lahko kmetom pomagajo pri sprejemanju bolj\u0161ih odlo\u010ditev o upravljanju pridelkov.<\/p>\r\n<p>Te analiti\u010dne metode vklju\u010dujejo razli\u010dne dejavnike, kot so vremenske razmere, lastnosti tal, rast pridelkov in potrebe po hranilih, da bi optimizirale kmetijske prakse in izbolj\u0161ale donose pridelkov, hkrati pa zmanj\u0161ale odpadke virov in vpliv na okolje.<\/p>\r\n<p>Nekatere klju\u010dne komponente analitike, ki temelji na ena\u010dbah, v preciznem kmetijstvu vklju\u010dujejo:<\/p>\r\n<ul>\r\n<li><strong>Modeli rasti pridelkov:<\/strong> Ti modeli opisujejo razmerje med razli\u010dnimi dejavniki, kot so vreme, lastnosti tal in prakse gospodarjenja s pridelki, za napovedovanje rasti in pridelka pridelkov. Primeri tak\u0161nih modelov vklju\u010dujejo modela CERES (Crop Environment Resource Synthesis) in APSIM (Agricultural Production Systems sIMulator). Ti modeli lahko kmetom pomagajo pri sprejemanju premi\u0161ljenih odlo\u010ditev o datumih sajenja, sortah pridelkov in urniku namakanja.<\/li>\r\n<li><strong>Modeli talne vode:<\/strong> Ti modeli ocenjujejo vsebnost vode v profilu tal na podlagi dejavnikov, kot so padavine, izhlapevanje in poraba vode pri pridelkih. Kmetom lahko pomagajo optimizirati namakalne prakse in zagotoviti, da se voda uporablja u\u010dinkovito in ob pravem \u010dasu za pove\u010danje pridelka.<\/li>\r\n<li><strong>Modeli upravljanja s hranili:<\/strong> Ti modeli napovedujejo potrebe po hranilih za pridelke in pomagajo kmetom dolo\u010diti optimalne stopnje in \u010das uporabe gnojil. Z uporabo teh modelov lahko kmetje zagotovijo, da pridelki prejmejo pravo koli\u010dino hranil, hkrati pa zmanj\u0161ajo tveganje za odtekanje hranil in onesna\u017eevanje okolja.<\/li>\r\n<li><strong>Modeli \u0161kodljivcev in bolezni:<\/strong> Ti modeli napovedujejo verjetnost izbruhov \u0161kodljivcev in bolezni na podlagi dejavnikov, kot so vremenske razmere, faze rasti pridelkov in prakse gospodarjenja. Z uporabo teh modelov lahko kmetje sprejemajo proaktivne odlo\u010ditve o zatiranju \u0161kodljivcev in bolezni, kot je prilagajanje datumov sajenja ali uporaba pesticidov ob pravem \u010dasu.<\/li>\r\n<li><strong>Modeli, ki temeljijo na daljinskem zaznavanju:<\/strong> Ti modeli uporabljajo satelitske posnetke in druge podatke daljinskega zaznavanja za spremljanje zdravja pridelkov, zaznavanje stresnih dejavnikov in ocenjevanje pridelka. Z integracijo teh informacij z drugimi viri podatkov lahko kmetje sprejemajo bolj\u0161e odlo\u010ditve o upravljanju pridelkov in optimizirajo rabo virov.<\/li>\r\n<\/ul>\r\n<p>Skratka, analitika, ki temelji na ena\u010dbah, v preciznem kmetijstvu uporablja matemati\u010dne modele in algoritme za analizo kompleksnih interakcij med razli\u010dnimi dejavniki, ki vplivajo na rast in upravljanje pridelkov. Z izkori\u0161\u010danjem te analitike lahko kmetje sprejemajo odlo\u010ditve na podlagi podatkov za optimizacijo kmetijskih praks, izbolj\u0161anje pridelka in zmanj\u0161anje vpliva na okolje.<\/p>\r\n<hr \/>\r\n<h2>Pogosta vpra\u0161anja<\/h2>\r\n<hr \/>\r\n<p><strong>1. Kako lahko precizno kmetijstvo pomaga pri re\u0161evanju vpra\u0161anj rabe virov in onesna\u017eevanja v kmetijstvu?<\/strong><\/p>\r\n<p>Pomaga lahko pri re\u0161evanju vpra\u0161anj rabe virov in onesna\u017eevanja v kmetijstvu z namensko uporabo virov, u\u010dinkovitim upravljanjem virov, izbolj\u0161anim spremljanjem in sprejetjem var\u010devalnih praks. Z uporabo vlo\u017ekov, kot so gnojila in pesticidi, le tam, kjer je to potrebno, lahko kmetje zmanj\u0161ajo koli\u010dino odpadkov in zmanj\u0161ajo onesna\u017eevanje.<\/p>\r\n<p>Odlo\u010danje na podlagi podatkov omogo\u010da optimalno upravljanje virov, medtem ko spremljanje v realnem \u010dasu omogo\u010da pravo\u010dasne intervencije za prepre\u010devanje onesna\u017eenja. Poleg tega izvajanje varstvenih praks spodbuja trajnostno kmetijstvo in zmanj\u0161uje vplive na okolje.<\/p>","protected":false},"excerpt":{"rendered":"<p>Z izdajo modula za analitiko na osnovi ena\u010db je ekipa GeoPard naredila velik korak naprej pri opolnomo\u010denju kmetov, agronomov in analitikov prostorskih podatkov ...<\/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_hide_featured_image":false,"_jetpack_featured_image_duplicate_dismissed":0,"_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 v28.8 - 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