{"id":3847,"date":"2022-02-28T17:15:52","date_gmt":"2022-02-28T16:15:52","guid":{"rendered":"https:\/\/geopard.tech\/?p=3847"},"modified":"2023-05-17T23:07:14","modified_gmt":"2023-05-17T21:07:14","slug":"pametni-sustav-za-pracenje-usjeva-kako-funkcionira","status":"publish","type":"post","link":"https:\/\/geopard.tech\/hr\/blog\/smart-crop-monitoring-system-how-does-it-work\/","title":{"rendered":"Sustav za daljinsko pra\u0107enje usjeva: Kako funkcionira?"},"content":{"rendered":"<p>Daljinski sustav za pra\u0107enje usjeva u preciznoj poljoprivredi odnosi se na kori\u0161tenje razli\u010ditih tehnologija i alata za pra\u0107enje i upravljanje usjevima na daljinu. Ovaj pristup koristi tehnologije prikupljanja, analize i komunikacije podataka za dono\u0161enje informiranih odluka o zdravlju usjeva, navodnjavanju, gnojidbi i cjelokupnom upravljanju poljoprivrednim gospodarstvom.<\/p>\n<p>Poljoprivreda nije zaostala ni u 21. stolje\u0107u gdje sve postaje digitalizirano. Dok \u010ditate ovaj \u010dlanak, nekoliko poljoprivrednika diljem svijeta ve\u0107 koristi tehnologiju za obavljanje raznih zadataka na svojim poljima, kao \u0161to su pra\u0107enje vla\u017enosti biljaka, stanja tla, op\u0107eg zdravlja, temperature, pa \u010dak i mnogih drugih, kori\u0161tenje senzora.<\/p>\n<p>Prihva\u0107anjem tehnologije, poljoprivrednici u\u017eivaju u prednostima to\u010dne statistike u usporedbi sa starim vremenima kada su koristili naga\u0111anja i intuiciju za dono\u0161enje odluka. To im poma\u017ee u dono\u0161enju boljih odluka koje rezultiraju ve\u0107im urodima.<\/p>\n<h2>\u0160to je sustav pra\u0107enja usjeva?<\/h2>\n<p>Pra\u0107enje usjeva odnosi se na proces sustavnog promatranja, procjene i prikupljanja podataka o usjevima tijekom njihovog ciklusa rasta.<\/p>\n<p>To uklju\u010duje redovito i sustavno promatranje usjeva kako bi se prikupile informacije o njihovom zdravlju, rastu i razvoju.<\/p>\n<p>Njegov je cilj donositi informirane odluke u vezi s praksama gospodarenja usjevima, optimizirati kori\u0161tenje resursa i maksimizirati prinose. Obi\u010dno uklju\u010duje sljede\u0107e aktivnosti:<\/p>\n<ul>\n<li>Vizualni pregled<\/li>\n<li>Fenolo\u0161ka opa\u017eanja<\/li>\n<li>Pra\u0107enje tla<\/li>\n<li>Pra\u0107enje vremena<\/li>\n<li>Pra\u0107enje temeljeno na senzorima<\/li>\n<li>Analiza podataka<\/li>\n<\/ul>\n<p>Pra\u0107enjem usjeva, poljoprivrednici mogu proaktivno rje\u0161avati probleme, optimizirati raspodjelu resursa i donositi informirane odluke za pobolj\u0161anje ukupnog zdravlja usjeva, prinosa i profitabilnosti. To je bitna komponenta precizne poljoprivrede, koja omogu\u0107uje poljoprivrednicima da prakticiraju ciljano i odr\u017eivo upravljanje usjevima.<\/p>\n<h2>Pametni sustav za pra\u0107enje usjeva: Kako funkcionira?<\/h2>\n<p>Njegov glavni cilj je osigurati da poljoprivreda postane lak\u0161a i profitabilnija u usporedbi s tradicionalnim metodama. Od prikaza podataka o poljima pa sve do vremenskih prognoza, u nastavku je sve \u0161to biste mogli \u017eeljeti znati o daljinskom pra\u0107enju usjeva i srodnim temama.<\/p>\n<p>Pametni sustav za pra\u0107enje usjeva uklju\u010duje razli\u010dite tehnologije za prikupljanje, analizu i kori\u0161tenje podataka za u\u010dinkovito upravljanje usjevima. Evo kako obi\u010dno funkcionira:<\/p>\n<p><strong>1. Raspore\u0111ivanje senzora<\/strong><\/p>\n<p>Sustav zapo\u010dinje postavljanjem senzora na terenu. Ti senzori mogu mjeriti parametre poput vla\u017enosti tla, temperature, vla\u017enosti zraka, razine hranjivih tvari i intenziteta svjetlosti.<\/p>\n<p>Tako\u0111er mogu uklju\u010divati vremenske senzore za prikupljanje podataka o oborinama, brzini vjetra i sun\u010devom zra\u010denju. Senzori su strate\u0161ki postavljeni po terenu kako bi prikupili reprezentativne podatke.<\/p>\n<p><strong>2. Prikupljanje podataka<\/strong><\/p>\n<p>Raspore\u0111eni senzori kontinuirano prikupljaju podatke s terena. To se mo\u017ee u\u010diniti putem \u017ei\u010danih ili be\u017ei\u010dnih veza.<\/p>\n<p>Be\u017ei\u010dni senzori se \u010desto koriste jer pru\u017eaju fleksibilnost i jednostavnost implementacije. Prikupljeni podaci \u0161alju se u sredi\u0161nji sustav na daljnju obradu i analizu.<\/p>\n<p><strong>3. Prijenos podataka<\/strong><\/p>\n<p>Be\u017ei\u010dni senzori prenose prikupljene podatke u sredi\u0161nje \u010dvori\u0161te ili pristupnik. To se mo\u017ee u\u010diniti kori\u0161tenjem razli\u010ditih be\u017ei\u010dnih komunikacijskih tehnologija kao \u0161to su mobilne mre\u017ee, Wi-Fi ili namjenski radio sustavi. Prijenos podataka mo\u017ee se odvijati u stvarnom vremenu ili u redovitim intervalima, ovisno o konfiguraciji sustava.<\/p>\n<p><strong>4. Pohrana i obrada podataka<\/strong><\/p>\n<p>Prikupljeni podaci pohranjuju se u bazu podataka za daljnju analizu. Na podatke se primjenjuju napredne tehnike obrade podataka, uklju\u010duju\u0107i algoritme strojnog u\u010denja i statisti\u010dke modele, kako bi se izvukli zna\u010dajni uvidi i obrasci. Ova analiza poma\u017ee u prepoznavanju korelacija, trendova i anomalija u uvjetima usjeva.<\/p>\n<p><strong>5. Podr\u0161ka odlu\u010divanju i upozorenja<\/strong><\/p>\n<p>Na temelju analiziranih podataka, sustav pru\u017ea podr\u0161ku u dono\u0161enju odluka poljoprivrednicima ili agronomima. Generira upozorenja i obavijesti o kriti\u010dnim doga\u0111ajima, poput pada razine vla\u017enosti tla ispod praga ili prisutnosti \u0161tetnika ili bolesti.<\/p>\n<p>Ova upozorenja se dostavljaju putem web-nadzornih plo\u010da, mobilnih aplikacija ili obavijesti putem e-po\u0161te\/SMS-a, \u0161to omogu\u0107uje pravovremene intervencije.<\/p>\n<p><strong>6. Vizualizacija i izvje\u0161tavanje<\/strong><\/p>\n<p>Sustav prikazuje analizirane podatke na korisniku prilago\u0111en na\u010din putem vizualizacija i izvje\u0161\u0107a. Grafovi, dijagrami i karte \u010desto se koriste za preno\u0161enje informacija o zdravlju usjeva, obrascima rasta i uvjetima okoli\u0161a. To poma\u017ee poljoprivrednicima da lako interpretiraju podatke i donose informirane odluke.<\/p>\n<p><strong>7. Automatizacija i upravljanje<\/strong><\/p>\n<p>U nekim slu\u010dajevima mo\u017ee se integrirati s automatiziranim sustavima za navodnjavanje, sustavima za fertirigaciju ili strojevima.<\/p>\n<p>Na temelju prikupljenih podataka i analize, sustav mo\u017ee automatski kontrolirati rasporede navodnjavanja, prilago\u0111avati doze hranjivih tvari ili aktivirati mjere suzbijanja \u0161teto\u010dina.<\/p>\n<p>Ova integracija omogu\u0107uje dono\u0161enje odluka u stvarnom vremenu, temeljeno na podacima, i preciznu kontrolu nad praksama upravljanja usjevima.<\/p>\n<p>Krajnji cilj pametnog sustava za pra\u0107enje usjeva je optimizirati kori\u0161tenje resursa, pobolj\u0161ati produktivnost usjeva i smanjiti tro\u0161kove pru\u017eaju\u0107i poljoprivrednicima to\u010dne i pravovremene informacije za dono\u0161enje odluka. Kori\u0161tenjem tehnologije, takvi sustavi omogu\u0107uju u\u010dinkovitije i odr\u017eivije prakse upravljanja usjevima u modernoj poljoprivredi.<\/p>\n<h2>Va\u017enost sustava za daljinsko pra\u0107enje usjeva<\/h2>\n<p>Me\u0111u najva\u017enijim zadacima koji se uvijek obavljaju za dobre prinose je pra\u0107enje usjeva. Budu\u0107i da se biljke stalno prate, osigurava se da rastu u najboljim uvjetima, a u slu\u010daju bilo kakvih anomalija, one se ispravljaju na vrijeme \u010dime se smanjuje razoran nadolaze\u0107i utjecaj.<\/p>\n<p>Kao poljoprivrednik ili entuzijast za poljoprivredu, vrijedi napomenuti da je trenutno nu\u017eno o\u010dekivati bolje, obilnije i kvalitetnije urode jer se ve\u0107ina nedostataka rje\u0161ava dovoljno rano.<\/p>\n<p>Od <a href=\"https:\/\/geopard.tech\/hr\/nadzor-usjeva\/\">pra\u0107enje usjeva<\/a> Da bi se osigurala dobra \u017eetva, potrebno je pro\u0107i posebnu obuku. Posebna obuka ne zna\u010di da je potrebno imati magisterij ili prvostupni\u010dku diplomu, ve\u0107 samo razumjeti kako koordinirati, pratiti, pa \u010dak i vagati dobivene rezultate. Na taj na\u010din mo\u0107i \u0107ete donositi bolje odluke na temelju to\u010dne dijagnoze i kasnije posti\u0107i prinos najbolje kvalitete.<\/p>\n<p>Prilikom odabira pra\u0107enja usjeva, morate znati da osim sprje\u010davanja zaraze i \u0161irenja \u0161tetnika, bolesti, pa \u010dak i korov, uvijek su pod kontrolom, stoga nema razornih u\u010dinaka koji smanjuju performanse, pa \u010dak i kvalitetu kona\u010dnih proizvoda.<\/p>\n<p>Jeste li svjesni da su usjevi svake godine izlo\u017eeni \u010dudnim prijetnjama zbog mutacija i transformacija u biolo\u0161kim komponentama \u0161tetnika, stoga odabir jedne sli\u010dne metode tretiranja obi\u010dno zna\u010di da ste u krivu i morate svaki put mijenjati taktiku?<\/p>\n<p>Zbog toga se pra\u0107enje usjeva do\u017eivljava kao ozbiljan zadatak koji zahtijeva ve\u0107u odgovornost i koji se ne smije degradirati.<\/p>\n<p>Kad god se prate vo\u0107ne kulture poput kru\u0161aka, pa \u010dak i jabuka, pri kori\u0161tenju integriranog programa suzbijanja \u0161tetnika, preporu\u010dljivo je ne samo pratiti promjene na drve\u0107u, ve\u0107 i provjeriti vremenske uvjete u podru\u010dju koje na njih utje\u010de.<\/p>\n<p>To vam omogu\u0107uje da imate popis mogu\u0107ih \u0161tetnika koji mogu predstavljati prijetnju rastu drve\u0107a. Sustavno vizualno pra\u0107enje vo\u0107njaka funkcionirat \u0107e kad god \u017eelite smanjiti tro\u0161kove i vrijeme od sezone sadnje do sezone berbe.<\/p>\n<h2>Klima i \u0161tetnici<\/h2>\n<p>Upitan dio pri analizi utjecaja klime je jednostavno to \u0161to se neki \u0161tetnici mogu hraniti njome i kasnije tako brzo postati otrovni za usjeve. U osnovi, u poljoprivredi mnogi poljoprivrednici uvijek nemaju svijest o tome, pa primje\u0107uju tek kada je prekasno kada su njihovi usjevi ve\u0107 masovno zara\u017eeni \u0161tetnicima.<\/p>\n<p>Bolje od svega je \u0161to \u0161tetnici uvijek predvidljivo reagiraju na klimu, stoga se mo\u017ee osmisliti savr\u0161ena strategija kako bi se izbjegao novi napad \u0161tetnika i sprije\u010dio njihov povratak u budu\u0107nost.<\/p>\n<p>Unato\u010d tome \u0161to se pra\u0107enje provodi \u010de\u0161\u0107e, uzgajiva\u010di povr\u0107a i vo\u0107a uvijek malo kasno saznaju za prisutnost \u0161tetnika ili bilo kakvu prijetnju. To pokazuje koliko je va\u017eno pratiti klimatske \u010dimbenike koji se na kraju poka\u017eu kao raniji znakovi pojave i zaraze \u0161tetnicima.<\/p>\n<h2>Pra\u0107enje blokovskih usjeva<\/h2>\n<p>Mnogo je na\u010dina za pra\u0107enje usjeva, a jedan od njih je vizualno pra\u0107enje pomo\u0107u blokova koji omogu\u0107uju analizu stabala sli\u010dnih karakteristika na temelju njihove sorte, starosti, pa \u010dak i fizi\u010dkog stanja.<\/p>\n<p>Ideja vizualnog pra\u0107enja je imati blokove koji djeluju kao znakovi i one koji se mogu prou\u010davati kao cjelina, a ne odvojeno, budu\u0107i da je to na\u010din koji koristi nekoliko poljoprivrednika diljem svijeta i da hortikulturni stru\u010dnjaci uvijek imaju ograni\u010deno vrijeme za pregled svakog od blokova raspore\u0111enih na polju.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"3974\" data-permalink=\"https:\/\/geopard.tech\/hr\/blog\/smart-crop-monitoring-system-how-does-it-work\/18-2-min\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/02\/18.2-min.jpg?fit=1200%2C650&amp;ssl=1\" data-orig-size=\"1200,650\" data-comments-opened=\"1\" data-image-title=\"What is crop monitoring\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/02\/18.2-min.jpg?fit=1024%2C555&amp;ssl=1\" class=\"alignnone wp-image-3974 size-large\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/02\/18.2-min.jpg?resize=810%2C439&#038;ssl=1\" alt=\"va\u017enost sustava za daljinsko pra\u0107enje usjeva\" width=\"810\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/02\/18.2-min.jpg?resize=1024%2C555&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/02\/18.2-min.jpg?resize=300%2C163&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/02\/18.2-min.jpg?resize=768%2C416&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/02\/18.2-min.jpg?w=1200&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>Prilikom odabira najprikladnijeg bloka potrebno je obratiti odre\u0111enu pozornost. To je zato \u0161to odabrani blok mora imati svu povijest \u0161tetnika kako bi se mogao primijeniti najbolji tretman i prevencija za za\u0161titu rasta drugih stabala.<\/p>\n<p>Ne morate imati veliku opremu, alate, pa \u010dak ni slo\u017eene metode za pra\u0107enje usjeva. Jedan od najboljih na\u010dina je jednostavno provesti pedantan i opse\u017ean vizualni pregled koji vam omogu\u0107uje uo\u010davanje razli\u010ditih vrsta <a href=\"https:\/\/geopard.tech\/hr\/blog\/sto-je-organska-kontrola-stetocina\/\">\u0161teto\u010dine<\/a> prisutne u drve\u0107u.<\/p>\n<p>To se uvijek mo\u017ee obaviti pomo\u0107u obi\u010dne le\u0107e, me\u0111utim, stru\u010dnjaci \u0107e uvijek koristiti slo\u017eeniju opremu poput binokularnog mikroskopa. To im omogu\u0107uje brojanje, pa \u010dak i identifikaciju grinja i tripsa.<\/p>\n<h2>Temperatura usjeva<\/h2>\n<p>Za to\u010dno mjerenje temperature prilikom pra\u0107enja usjeva, osoba mo\u017ee odabrati kori\u0161tenje jednostavnog termometra nakon \u0161to sazna jednostavne informacije. Osim toga, mo\u017eete odabrati i kori\u0161tenje termometra s maksimalnim do minimalnim temperaturama koji je vrlo uobi\u010dajen me\u0111u seoskim dobavlja\u010dima i zabilje\u017eiti dodatne informacije.<\/p>\n<p>Tako\u0111er je vrijedno napomenuti da termometar treba postaviti na vo\u0107njak i osigurati da nije izlo\u017een izravnoj sun\u010devoj svjetlosti. Mo\u017eete dodati i ure\u0111aj za bilje\u017eenje podataka kako biste bilje\u017eili to\u010dnije vremenske podatke.<\/p>\n<p>Za zapisiva\u010de podataka mo\u017eete odabrati i one koji imaju mogu\u0107nost mjerenja temperature, ki\u0161e, vla\u017enosti, pa \u010dak i vla\u017enosti li\u0161\u0107a.<\/p>\n<p>Da biste odvojili stabla koja se ne\u0107e prou\u010davati s onima u blokovima koja \u0107e slu\u017eiti kao indikatori, kako biste ih mogli razlikovati, jednostavno ih trebate ozna\u010diti akrilnom bojom ili \u010dak ljepljivom trakom.<\/p>\n<p>Primjena integriranog suzbijanja \u0161teto\u010dina jam\u010di za nasumi\u010dno odabiranje i ozna\u010davanje cvjetova, pupova i plodova kako bi se pratilo svako stablo.<\/p>\n<p>Nakon otprilike jednog do dva tjedna, u vrijeme razvoja ploda, poljoprivrednici trebaju potro\u0161iti deset do dvadeset minuta na svaka dva i pol hektara strogo brinu\u0107i se o ozna\u010denim plodovima, cvjetovima i pupoljcima tra\u017ee\u0107i znakove koji bi mogli ukazivati na prisutnost jednog ili \u010dak vi\u0161e \u0161tetnika u usjevu.<\/p>\n<p>Kad god se u usjevima prona\u0111e \u0161tetnik, to se mora brzo i detaljno zabilje\u017eiti u dnevnik napravljen upravo za tu vrstu podataka.<\/p>\n<h2>Zaklju\u010dak<\/h2>\n<p>Svi na\u0161i stru\u010dni agronomi su profesionalci u nizu grana poljoprivrede i sposobni su pru\u017eiti usluge pra\u0107enja spajanjem terenskih posjeta s kvantitativnom i kvalitativnom procjenom te sustavom daljinskog pra\u0107enja usjeva u poljoprivredi.<\/p>\n<p>Svi ovi inovativni sustavi su procjene usmjerene na \u0161irok raspon aktivnosti koje pa\u017eljivo prate razvoj usjeva, prikupljaju\u0107i podatke i informacije vezane uz to podru\u010dje.<\/p>\n<p>Te podatke zatim pa\u017eljivo analizira na\u0161 stru\u010dni tim, a zatim ih bilje\u017ei u zavr\u0161nom izvje\u0161\u0107u koje im omogu\u0107uje da navedu i procijene glavne \u010dimbenike i \u010dimbenike koji mogu utjecati na produktivnost usjeva.<\/p>\n<p>Na temelju tih rezultata GeoPard vam zatim mo\u017ee dati procijenjeno vrijeme \u017eetve, kao i prinos usjeva. To klijentima omogu\u0107uje nesmetano pra\u0107enje svojih usjeva putem nedavnih satelitskih snimaka. Ponderirajte slojeve podataka na odre\u0111enom mjestu bez kori\u0161tenja odre\u0111enog objekta.<\/p>","protected":false},"excerpt":{"rendered":"<p>Daljinski sustav pra\u0107enja usjeva u preciznoj poljoprivredi odnosi se na kori\u0161tenje razli\u010ditih tehnologija i alata za pra\u0107enje i upravljanje usjevima na daljinu...<\/p>","protected":false},"author":210157960,"featured_media":3973,"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":[1380,1377,1378],"tags":[1599],"class_list":["post-3847","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-whats","category-crop-monitoring","category-remote-sensing","tag-remote-sensing"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - 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