{"id":5020,"date":"2022-06-16T18:51:16","date_gmt":"2022-06-16T16:51:16","guid":{"rendered":"https:\/\/geopard.tech\/?p=5020"},"modified":"2023-05-27T08:11:41","modified_gmt":"2023-05-27T06:11:41","slug":"pracenje-prinosa-u-preciznoj-poljoprivredi-vaznost-i-osnovne-komponente","status":"publish","type":"post","link":"https:\/\/geopard.tech\/hr\/blog\/yield-monitoring-in-precision-agriculture-importance-and-basic-components\/","title":{"rendered":"Pra\u0107enje prinosa u preciznoj poljoprivredi: va\u017enost i osnovne komponente"},"content":{"rendered":"<p>U takvom kontekstu, pra\u0107enje i mapiranje prinosa smatraju se od strane mnogih najvrjednijim izumom koji se dogodio u poljoprivredi u posljednje vrijeme. U ovom \u010dlanku \u0107emo razumjeti <a href=\"https:\/\/geopard.tech\/hr\/podaci-o-prinosu\/\">mapiranje prinosa i pra\u0107enje prinosa<\/a> i njihov potencijal u pove\u0107anju u\u010dinkovitosti i produktivnosti na\u0161ih farmi.<\/p>\r\n<p>Moderni poljoprivredni i sto\u010darski sustavi rezultat su tisu\u0107lje\u0107a tradicionalnog znanja koje su uvelike poduprla brza dostignu\u0107a u znanosti i tehnologiji u posljednjim stolje\u0107ima.<\/p>\r\n<p>Potra\u017enja za hranom sve brojnije svjetske populacije raste iz godine u godinu, dok klju\u010dni problemi poput globalnog zagrijavanja i klimatskih promjena ugro\u017eavaju cjelokupnu odr\u017eivost trenutnog poljoprivrednog sustava. Sukladno tome, uloga tehnologije nikada nije bila ve\u0107a u optimizaciji poljoprivredne proizvodnje.<\/p>\r\n<h2>Mapiranje prinosa<\/h2>\r\n<p>Prvotno predstavljen po\u010detkom 1990-ih, to je alat precizne poljoprivrede koji uklju\u010duje proces prikupljanja georeferenciranih podataka o razli\u010ditim razinama prinosa, kao i zna\u010dajkama poput udjela vlage, u razli\u010ditim dijelovima istog polja.<\/p>\r\n<p>Tijekom berbe, bera\u010d mjeri te parametre pomo\u0107u nekoliko senzora, a mjerenje se zajedno s lokacijom na kojoj je mjerenje provedeno bilje\u017ei pomo\u0107u geo-prostornih alata. Te se informacije koriste za generiranje zemljovida koji olak\u0161ava vizualizaciju poljoprivrednicima.<\/p>\r\n<p>Nadalje, pojedina\u010dna mjerenja karakteristika prinosa zatim se klasificiraju u specifi\u010dne zone ili raspona koriste\u0107i razli\u010dite boje kako bi se proizvela karta raspona ili karta klasificiranih zona. Broj takvih klasifikacija mo\u017ee se postaviti prema potrebama farme.<\/p>\r\n<p>Na primer, za generiranje mape prinosa polja kukuruza prose\u010dne proizvodnje 250 bu\u0161ela po jutru, klasifikovanje mape u podru\u010dja sa prinosom od 25 bu\u0161ela po jutru bi moglo biti prikladno.<\/p>\r\n<p>Me\u0111utim, to ovisi o razini potrebne preciznosti i dostupnoj tehnologiji. Standardne karte prinosa imaju 5-7 zonskih boja, koje se pove\u0107avaju s pove\u0107anjem zahtjeva za precizno\u0161\u0107u.<\/p>\r\n<h2>Osnovne komponente sustava za mapiranje prinosa ili pra\u0107enje prinosa su:<\/h2>\r\n<p>Primjena mapiranja prinosa na poljoprivrednim zemlji\u0161tima omogu\u0107ava poljoprivrednicima da optimiziraju svoju proizvodnju usmjeravanjem ulaganja na specifi\u010dna podru\u010dja unutar farmi kojima su najpotrebnija.<\/p>\r\n<p>Me\u0111utim, radni mehanizam pra\u0107enja prinosa zahtijeva nekoliko klju\u010dnih komponenti integriranih u kombinirani sustav kako bi generirao podatke i karte u stvarnom vremenu i s visokom to\u010dno\u0161\u0107u.<\/p>\r\n<p>Iako se komponente mogu razlikovati ovisno o veli\u010dini farme i vrsti usjeva koji se nadziru, osnovne komponente naj\u010de\u0161\u0107eg sustava za mapiranje prinosa \u017eitarica uklju\u010duju:<\/p>\r\n<ul>\r\n<li><strong>Senzor protoka zrna<\/strong> Senzor protoka zrna ugra\u0111en na kombajn koristi se za utvr\u0111ivanje stvarne koli\u010dine zrna koje se \u017eanje dok se kombajn kre\u0107e poljem u stvarnom vremenu.<\/li>\r\n<li><strong>Senzor vlage \u017eitarica<\/strong> Mjera\u010di vlage \u017eita tako\u0111er su uklju\u010deni u kombajne za \u017eito koji mjere kapacitet \u017eita. To se radi kako bi se nadoknadile varijacije u \u017eitu uzrokovane \u010dimbenicima okoli\u0161a poput ki\u0161e, temperature itd.<\/li>\r\n<li><strong>Senzor brzine po tlu<\/strong> Va\u017eno je mjeriti brzinu kombajna za to\u010dne rezultate. To se mo\u017ee u\u010diniti pomo\u0107u podataka temeljenih na GPS-u ili senzora stvarne brzine na tlu koji mjeri brzinu iz okretanja kota\u010da.<\/li>\r\n<li><strong>GPS prijamnik<\/strong> Za geokodiranje mjerenja koje obavljaju drugi senzori, na \u017eitnom kombajnu ugra\u0111en je GPS prijemnik koji stalno daje lokacije svakom obavljenom mjerenju.<\/li>\r\n<li><strong>Prikaz mjera\u010da prinosa:<\/strong> To je komponenta koja se ugra\u0111uje unutar kabine kombajna gdje se nalazi rukovatelj\/poljoprivrednik. To mu\/joj pru\u017ea obra\u0111ene podatke u stvarnom vremenu na zaslonu koji neprestano generira nekoliko senzora.<\/li>\r\n<\/ul>\r\n<h2>Uloga pra\u0107enja prinosa u preciznoj poljoprivredi<\/h2>\r\n<p><a href=\"https:\/\/geopard.tech\/hr\/\">Precizna poljoprivreda<\/a> kori\u0161tenje tehnologije i podataka u poljoprivrednim operacijama kako bi se odredila vrsta poljoprivrednih inputa, razina\/koli\u010dina tih inputa i precizna lokacija unutar farme gdje bi se ti inputi trebali primijeniti kako bi se smanjili tro\u0161kovi, pove\u0107ala produktivnost i maksimizirala u\u010dinkovitost.<\/p>\r\n<p>Iako se mjera\u010di prinosa u poljoprivredi koriste gotovo tri desetlje\u0107a, tek danas brzo postaju va\u017ean dio aplikacija precizne poljoprivrede.<\/p>\r\n<p>Pra\u0107enje prinosa koristi se u preciznoj poljoprivredi jer poma\u017ee u identifikaciji, mjerenju i opisivanju varijabilnosti unutar polja unutar sustava usjeva, \u0161to je upravo ono \u0161to \u010dini osnovu koncepta precizne poljoprivrede.<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"5023\" data-permalink=\"https:\/\/geopard.tech\/hr\/blog\/yield-monitoring-in-precision-agriculture-importance-and-basic-components\/61-2-min\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?fit=2400%2C1300&amp;ssl=1\" data-orig-size=\"2400,1300\" 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=\"The role of yield monitoring in precision agriculture\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?fit=1024%2C555&amp;ssl=1\" class=\"alignnone wp-image-5023 size-large\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?resize=810%2C439&#038;ssl=1\" alt=\"Osnovne komponente sustava za mapiranje prinosa ili pra\u0107enje prinosa su:\" width=\"810\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?resize=1024%2C555&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?resize=300%2C163&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?resize=768%2C416&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?resize=1536%2C832&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?resize=2048%2C1109&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?resize=1200%2C650&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/61.2-min.jpg?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\r\n<p>Omogu\u0107uje varijabilne podatke unutar jednog polja. Ti se podaci generiraju kao rezultat slo\u017eene interakcije izme\u0111u nekoliko \u010dimbenika koji se doga\u0111aju unutar farme, kao \u0161to su metode upravljanja farmom, \u010dimbenici okoli\u0161a i klimatski \u010dimbenici.<\/p>\r\n<p>Kao rezultat, ovi podaci postaju klju\u010dna prednost pri poku\u0161aju razumijevanja farme za primjenu drugih preciznih poljoprivrednih alata.<\/p>\r\n<p>Me\u0111utim, postoje neke prepreke pri kori\u0161tenju ovih podataka u cjelokupnim sustavima precizne poljoprivrede. Jedna takva zna\u010dajna prepreka je maksimalna vremenska varijabilnost me\u0111u podacima o prinosu koja se javlja unutar istog ciklusa usjeva, kao i kod usjeva iz razli\u010ditih godina.<\/p>\r\n<p>Ova varijabilnost mo\u017ee se pripisati slo\u017eenoj interakciji nekoliko ranije spomenutih \u010dimbenika. Nadalje, vrijeme kada su mjerenja provedena tako\u0111er mo\u017ee utjecati na podatke o prinosu i dati nepotpun, ako ne i neto\u010dan prikaz produktivnosti poljoprivrednog zemlji\u0161ta.<\/p>\r\n<p>Osim ovih, pogre\u0161na kalibracija ili sistemske pogre\u0161ke drugi su problemi povezani s kori\u0161tenjem ovih podataka za preciznu poljoprivredu. Dakle, postoji nekoliko stvari koje se moraju osigurati pri kori\u0161tenju podataka pra\u0107enja prinosa za sustave precizne poljoprivrede:<\/p>\r\n<ul>\r\n<li>Na primjer, podaci za jednu godinu ne mogu se koristiti za precizne poljoprivredne intervencije za drugu godinu. Stoga podaci o prinosu iz vi\u0161e godina moraju biti dostupni kako bi se omogu\u0107ila to\u010dna i pouzdana vremenska analiza koja se mo\u017ee implementirati na terenu.<\/li>\r\n<li>Nadalje, operacije ili operacije \u017eetve trebale bi biti unaprijed planirane i zakazane kako bi se minimizirala vremenska varijabilnost, a hardverske, kao i softverske komponente, trebale bi biti optimizirane, dobro kalibrirane i pobolj\u0161ane.<\/li>\r\n<li>Naposljetku, brojne su studije pokazale golemi potencijal kori\u0161tenja unutar-poljske varijabilnosti u podacima o prinosu za dono\u0161enje boljih agronosti\u010dkih odluka kombiniranjem s alatima precizne poljoprivrede.<\/li>\r\n<\/ul>\r\n<h2>Koje su prednosti mapiranja prinosa?<\/h2>\r\n<p>Primjena pra\u0107enja prinosa za generiranje karte prinosa farme povezana je s nekoliko prednosti.<\/p>\r\n<p>Me\u0111utim, sve prednosti svode se na \u010dinjenicu da poljoprivrednicima i upraviteljima poljoprivrednog zemlji\u0161ta pru\u017ea vrijedne informacije u obliku mapa koje im poma\u017eu da razumiju podru\u010dja visoke i niske proizvodnje na svojim farmama.<\/p>\r\n<p>Ovo im omogu\u0107uje da razinu proizvodnje pripi\u0161u brojnim uzrocima kako bi se mogla pobolj\u0161ati podru\u010dja niske proizvodnje i odr\u017eala podru\u010dja visoke proizvodnje. Drugim rije\u010dima, ove informacije mogu biti korisne za dono\u0161enje odluka o:<\/p>\r\n<p><strong>Obrada tla<\/strong> I nedostatak obrade i pretjerana obrada mogu smanjiti proizvodnju farme, a to se mo\u017ee dogoditi na malim povr\u0161inama velikih farmi, pogotovo ako se nije izvr\u0161ila sustavna operacija obrade. Identificiranje tih podru\u010dja klju\u010dno je za osiguravanje bolje operacije obrade u sljede\u0107em ciklusu.<\/p>\r\n<p><strong>Preporuke za gnojidbu<\/strong>VRF (<a href=\"https:\/\/geopard.tech\/hr\/blog\/sto-je-potrebno-za-prakticiranje-gnojidbe-s-promjenjivom-stopom\/\">Gnojidba promjenjive stope<\/a>) se obi\u010dno provodi uzimanjem uzoraka tla i analitikom podataka o tlu. Karte prinosa tako\u0111er se mogu koristiti za preporuku gnojidbe jer uzimaju u obzir varijabilnost unutar polja. Me\u0111utim, najbolji rezultati \u0107e se posti\u0107i ako se oba koriste u kombinaciji.<\/p>\r\n<p><strong>Zahtjevi za navodnjavanjem:<\/strong> Jedna od glavnih komponenti pra\u0107enja prinosa je sadr\u017eaj vlage. Kao rezultat, karte prinosa su dragocjeni resurs za izradu planova navodnjavanja. Na primjer, podru\u010dja niske proizvodnje na karti prinosa mogu biti posljedica visokog ili niskog navodnjavanja u trenutnom ciklusu usjeva. Ove informacije su neophodne za identifikaciju optimalne razine navodnjavanja.<\/p>\r\n<p><strong>Plodored<\/strong> Mapiranje prinosa mo\u017ee dati ideju o odgovaraju\u0107em plodoredu u cjelini. Pozivanjem na podatke o prinosu generirane u pro\u0161losti u razli\u010dito vrijeme \u017eetvenog razdoblja, mo\u017ee se precizno utvrditi vrijeme \u017eetve koje daje najvi\u0161e usjeva.<\/p>\r\n<p><strong>Osim prikupljanja podataka o prinosu, ostale prednosti mapiranja prinosa su sljede\u0107e:<\/strong><\/p>\r\n<ul>\r\n<li><strong>Financijske koristi<\/strong> Karte prinosa usjeva i podaci o prinosu sve se \u010de\u0161\u0107e koriste kao dokumentacija za osiguravanje financija u obliku bankovnih kredita, najma itd. Koriste se za odre\u0111ivanje ukupne vrijednosti usjeva.<\/li>\r\n<li><strong>Testiranje novih proizvoda:<\/strong> Kako bi testirali novi proizvod ili usjev, prethodne karte prinosa omogu\u0107uju poljoprivrednicima dono\u0161enje informiranih odluka prilikom uvo\u0111enja u polje, a naknadno dobivena karta prinosa daje to\u010dnu naznaku rezultata i potencijala usjeva.<\/li>\r\n<li><strong>Poljoprivredna znanstveno-istra\u017eiva\u010dka djelatnost:<\/strong> U mnogim dana\u0161njim znanstvenim istra\u017eivanjima provedenim na poljoprivrednim gospodarstvima, karte prinosa su zna\u010dajan dio znanstvenog procesa. Podaci generirani u karti prinosa statisti\u010dki se analiziraju kako bi se proveo eksperiment ili testirala hipoteza koja dovodi do znanstvenog napretka u podru\u010dju poljoprivrede.<\/li>\r\n<\/ul>\r\n<p>Ukratko, mapiranje prinosa farme pru\u017ea farmeru zna\u010dajne uvide o njegovoj farmi koji se mogu koristiti za dono\u0161enje informiranih i prora\u010dunatih odluka radi pove\u0107anja ukupne produktivnosti, odr\u017eivosti i profitabilnosti farme na mnogo na\u010dina.<\/p>\r\n<p>Me\u0111utim, kao \u0161to je ranije spomenuto, jednosezonska karta prinosa mo\u017ee dati pogre\u0161an dojam o stvarnoj prirodi polja, te je stoga va\u017ena sustavna primjena procesa mapiranja i pra\u0107enja prinosa koja poma\u017ee u stvaranju pouzdane i to\u010dne vi\u0161egodi\u0161nje karte prinosa.<\/p>\r\n<p>Tako proizvedena karta prinosa mo\u017ee biti za jedan ciklus usjeva ili za vi\u0161e ciklusa s nekoliko <a href=\"https:\/\/geopard.tech\/hr\/blog\/sto-je-plodored-i-zasto-se-koristi\/\">plodored<\/a>.<\/p>\r\n<h2>Tko mo\u017ee pomo\u0107i s mapiranjem prinosa?<\/h2>\r\n<p>O\u010dito, pra\u0107enje prinosa mo\u017ee pomo\u0107i poljoprivrednicima da budu bolji u poljoprivredi. Ovi mo\u0107ni alati ili procesi dobivaju se kombinacijom softvera i hardvera iz raznih tehnolo\u0161kih podru\u010dja kao \u0161to su geoinformatika, senzori, digitalna kartografija, internet stvari (IoT), obrada i analitika.<\/p>\r\n<p>Iako bi farmerima moglo biti preoptere\u0107uju\u0107e razumjeti detalje svih komponenti, krajnji korisni\u010dki do\u017eivljaj rezultata lako je vizualizirati i razumjeti svima.<\/p>\r\n<p>Me\u0111utim, zbog razine preciznosti koja je potrebna, va\u017eno je osloniti se na visoko sposobnog pru\u017eatelja usluga kao \u0161to je GeoPard.<\/p>\r\n<p>GeoPard nudi specijalizirano poljoprivredno rje\u0161enje pod nazivom Yield Data koje poljoprivrednicima omogu\u0107uje izradu polja <a href=\"https:\/\/geopard.tech\/hr\/zone-upravljanja-vra-karte\/\">upravlja\u010dke zone<\/a> na kartama. Analizira va\u0161e podatke o prinosu i pretvara ih u karte promjenjivih stopa primjene poput VRF karata za vas.<\/p>\r\n<p>Kao \u0161to je ve\u0107 spomenuto, ima integriranu zna\u010dajku planiranja uzorkovanja tla koja \u010dini rezultate preciznijima. Podr\u017ean sna\u017enom procesorskom sposobno\u0161\u0107u, GeoPard vam omogu\u0107uje provo\u0111enje vi\u0161eslojne analize i vizualizaciju nekoliko atributa podataka o prinosu, poput vlage, mase, volumena, potro\u0161nje goriva, brzine itd.<\/p>\r\n<p>Platforma temeljena na oblaku osigurava da va\u0161i podaci nikada ne\u0107e biti kompromitirani ili izgubljeni, \u0161to je klju\u010dno za izvo\u0111enje vi\u0161egodi\u0161njeg mapiranja prinosa va\u0161e farme.<\/p>\r\n<p><div class=\"jetpack-video-wrapper\"><span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/OHXJCd9g3-g?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=hr&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span><\/div><\/p>\r\n<p>&nbsp;<\/p>\r\n<hr \/>\r\n<h2>\u010cesto postavljana pitanja<\/h2>\r\n<hr \/>\r\n<p><strong>1. Kako je razvoj pra\u0107enja prinosa postao koristan?<\/strong><\/p>\r\n<p>Razvoj pra\u0107enja prinosa postao je koristan jer poljoprivrednicima omogu\u0107uje dono\u0161enje informiranih odluka o raspodjeli resursa za optimalne prinose. Poma\u017ee u procjeni u\u010dinkovitosti razli\u010ditih sorti usjeva i upravlja\u010dkih praksi, olak\u0161avaju\u0107i bolje dono\u0161enje odluka.<\/p>\r\n<p>Tako\u0111er poma\u017ee u prepoznavanju podru\u010dja niske produktivnosti, omogu\u0107uju\u0107i poljoprivrednicima da rije\u0161e probleme i pobolj\u0161aju ukupnu u\u010dinkovitost farme. Dodatno, pru\u017ea vrijedno vo\u0111enje evidencije i dokumentaciju za uskla\u0111enost, financijsko planiranje i povijesnu analizu.<\/p>\r\n<p>&nbsp;<\/p>\r\n<!-- \/wp:post-content -->","protected":false},"excerpt":{"rendered":"<p>U takvom kontekstu, pra\u0107enje i mapiranje prinosa mnogi smatraju najvrjednijim izumom koji se dogodio u poljoprivredi u posljednje vrijeme. U ovom \u010dlanku,\u2026<\/p>","protected":false},"author":210157960,"featured_media":5022,"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":[1657,1380],"tags":[1598],"class_list":["post-5020","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-whats","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- 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