{"id":3629,"date":"2022-01-28T12:35:10","date_gmt":"2022-01-28T11:35:10","guid":{"rendered":"https:\/\/geopard.tech\/?p=3629"},"modified":"2023-07-05T20:18:12","modified_gmt":"2023-07-05T18:18:12","slug":"mis-on-digitaalsed-kaksikud-pollumajanduses","status":"publish","type":"post","link":"https:\/\/geopard.tech\/est\/blog\/what-are-digital-twins-in-agriculture\/","title":{"rendered":"Mis on digitaalsed kaksikud p\u00f5llumajanduses?"},"content":{"rendered":"<p>Asjade interneti (IoT) laialdased eelised ei piirdu ainult tervishoiu-, tootmis-, autot\u00f6\u00f6stuse-, lennundus- ja lennundust\u00f6\u00f6stusega; p\u00f5llumajandussektor pole v\u00e4lja j\u00e4etud. Asjade internet on elavdanud p\u00f5llumajandussektori toimimist, luues keskkonnas\u00e4\u00e4stlikke toiminguid, muutes ideid ja pakkudes uusi v\u00f5imalusi enneolematus ulatuses.<\/p>\n<p>Digitaalsete kaksikute m\u00f5ju t\u00f5ttu p\u00f5llumajanduses on madal saagikus ja tootlikkus, kahjurite levik ja <a href=\"https:\/\/geopard.tech\/est\/blogi\/kuidas-nutika-pollumajanduse-abil-pollukultuuride-haigusi-torjuda\/\">haigused<\/a> ja j\u00e4tkusuutmatus on minevikuks saanud.<\/p>\n<p>Kuidas digitaalsed kaksikud leevendavad p\u00f5llumajandusega seotud juurdunud probleeme? Nendele k\u00fcsimustele vastamiseks uurime v\u00e4lja digitaalsete kaksikute t\u00e4henduse ja miks neid p\u00f5llumajandussektoris tutvustatakse?<\/p>\n<p>P\u00f5llumajandusliku taimekasvatuse p\u00f5llul toimuvate protsesside suur keerukus seab m\u00e4rkimisv\u00e4\u00e4rseid n\u00f5udmisi robustsete tehnoloogiate v\u00e4ljat\u00f6\u00f6tamisele, mis arvestavad taimede, pinnase, tehnoloogiate, keskkonna ja arvukate h\u00e4irivate muutujate varieeruvust.<\/p>\n<p>Spetsiifiliste aspektide simulatsioonid on neid arendusi aastaid toetanud. M\u00e4rkimisv\u00e4\u00e4rne potentsiaal on p\u00f5llumajandusprotsessi terviklikul simulatsioonil \u2013 nii\u00f6elda \u201cdigitaalsel kaksikul\u201d \u2013, mis integreerib v\u00f5imalikult palju loetletud m\u00f5jutavaid muutujaid.<\/p>\n<p>Eelk\u00f5ige saab \u00fcksikute muutujate m\u00f5ju \u00fcldisele protsessile kasutada veaanal\u00fc\u00fcsiks, teenuste pakkumiseks v\u00f5i uute arenduste tegemiseks.<\/p>\n<h2>Mis on digitaalne mestimine ehk digitaalsed kaksikud?<\/h2>\n<p>Digitaalsed kaksikud on reaalse vara (olgu see siis materiaalne v\u00f5i mittemateriaalne) virtuaalsed koopiad, mis on loodud testimiseks, ennustamiseks ja m\u00f5istmiseks. <span style=\"font-weight: 400;\">k\u00e4itumine<\/span> selle f\u00fc\u00fcsilistest vastetest.<\/p>\n<p>P\u00f5llumajanduses kujutavad digitaalsed kaksikud endast reaalseid objekte, kus ajaloolisi objekte saab reprodutseerida ja tuleviku objekte simuleerida, et luua stsenaariume, mille alusel p\u00f5llumehed saavad tegutseda.<\/p>\n<p>See annab p\u00f5llumeestele ja sidusr\u00fchmadele v\u00f5imaluse ootamatute k\u00f5rvalekalletega toime tulla, n\u00e4iteks tuvastades probleeme eelnevalt, planeerides ennustavat hooldust \u00f5igel ajal ja pakkudes koheseid lahendusi s\u00fcvenevatele probleemidele. Digitaalsed kaksikud kiirendavad p\u00f5llumajandusettev\u00f5tet tootmisest turunduse ja m\u00fc\u00fcgini.<\/p>\n<h2>Kuidas see v\u00f5imalik on?<\/h2>\n<p>N\u00e4iteks oletame, et piirkonnas m\u00f5jutavad kahjurid ja haigused p\u00f5llukultuuride tootmist. Selle kasutuselev\u00f5tuga saate mobiilirakenduse kaudu, mis toimib digitaalse vastena andurite ja satelliidiandmete abil, koguda kvaliteetset teavet, mida inimmeeled ei suuda j\u00e4lgida.<\/p>\n<p>Seej\u00e4rel saate esitada pilte kahjustatud taimedest ja kirjeldada probleemi ning seej\u00e4rel v\u00f5rrelda neid pilte t\u00e4pse taime koopiaga ja pakkuda lahendusi. Nii digitaalsed kaksikud lihtsalt t\u00f6\u00f6tavadki.<\/p>\n<h2>P\u00f5llumajanduses digitaalse kaksiku jaoks vajalikud tingimused<\/h2>\n<p><strong>1. Individuaalsus<\/strong><\/p>\n<p>P\u00f5llumajanduses peab digitaalne kaksik olema konkreetne, andes sellele konkreetse nime, mitte \u00fcldise nimetuse nagu kits v\u00f5i kass.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"3632\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/what-are-digital-twins-in-agriculture\/3-2-min-2\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/01\/3.2-min.jpg?fit=1200%2C650&amp;ssl=1\" data-orig-size=\"1200,650\" data-comments-opened=\"1\" data-image-title=\"Conditions required for digital twin in agriculture\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/01\/3.2-min.jpg?fit=1024%2C555&amp;ssl=1\" class=\"alignnone wp-image-3632 size-large\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/01\/3.2-min.jpg?resize=810%2C439&#038;ssl=1\" alt=\"P\u00f5llumajanduses digitaalse kaksiku jaoks vajalikud tingimused\" width=\"810\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/01\/3.2-min.jpg?resize=1024%2C555&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/01\/3.2-min.jpg?resize=300%2C163&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/01\/3.2-min.jpg?resize=768%2C416&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/01\/3.2-min.jpg?w=1200&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p><strong>2. Peaaegu reaalajas<\/strong><\/p>\n<p>See t\u00e4hendab, et seni, kuni reaalajas eksisteerib, peaks eksisteerima ka kaksik.<\/p>\n<p><strong>3. Andmep\u00f5hine<\/strong><\/p>\n<p>See tuleb digitaalselt m\u00f5\u00f5ta, sama instrumendiga p\u00e4ris proovi puhul.<\/p>\n<p><strong>4. Realistlik ja teostatav<\/strong><\/p>\n<p>P\u00f5llumajanduses peab digitaalne kaksik olema omaduste ja vormi poolest l\u00e4hedane tegelikkusele. See peab olema realistlik.<\/p>\n<p><strong>5. Tegutsemisk\u00f5lblik<\/strong><\/p>\n<p>P\u00e4ris asja puudutav teave peaks olema tegevusele suunatud.<\/p>\n<h2>Kuidas see toimib?<\/h2>\n<p>See kasutab digitaalse kaksiku j\u00e4lgimiseks tehnoloogilisi seadmeid, nagu andurid, satelliidid ja muud seadmed. Selle teabe abil saab vajadusel juurde p\u00e4\u00e4seda ajaloolistele andmetele ja teha plaane.<\/p>\n<p>See h\u00f5lmab digitaalse kaksiku kogu protsessi. See ei pea olema uhke kokkulepe, piisab, kui see \u00f5igel ajal \u00e4ra tehakse, see peab olema teaduslikult realistlik.<\/p>\n<h2>Kuidas need mudelitest erinevad?<\/h2>\n<p>Mudelid on lihtsalt konkreetse asja esitus, erinevalt digitaalsetest kaksikutest ei ole mudelid mitte ainult esitus, vaid on ka kaasatud reaalse asja protsessi m\u00f5\u00f5detava v\u00e4ljundi saamiseks. Enamik mudeleid annab sageli valesid tulemusi. Ka nende kombineerimisel saadakse valeandmeid.<\/p>\n<p>Neid kasutatakse kindlatel eesm\u00e4rkidel. Nende tulemusi v\u00f5ib n\u00e4ha k\u00fcmnetes. See on tulemuste usaldusv\u00e4\u00e4rsuse tagamiseks. Need kaitsevad kasutajat keeruliste tehniliste \u00fcksikasjade eest, esitades teavet h\u00f5lpsasti m\u00f5istetaval viisil. See peaks esitama tegeliku asja olekuv\u00e4rskendusi.<\/p>\n<h2>Kuidas suhelda digitaalsete kaksikutega?<\/h2>\n<p>Seda j\u00e4lgitakse selliste seadmete kaudu nagu s\u00fclearvutid, tahvelarvutid v\u00f5i telefonid. See teeb ajaloole juurdep\u00e4\u00e4su v\u00f5i tuleviku ennustamise lihtsaks. S\u00fcsteemiga saab ka f\u00fc\u00fcsilisi s\u00fcsteeme, n\u00e4iteks niisutust, sisse l\u00fclitada.<\/p>\n<p>P\u00f5llumajanduses on digitaalse kaksiku sisemine funktsionaalsus peidetud ja kasutaja ei pea selle keerukusest aru saama. See tutvustab kasutajale ainult seda, mida f\u00fc\u00fcsilises suhtluses vaja l\u00e4heb. Kuigi lisatud on ka funktsioone, mida tavap\u00e4rases suhtluses hinnata ei saa.<\/p>\n<h2>Kus ma p\u00f5llumajanduses t\u00f5en\u00e4oliselt digitaalseid kaksikuid n\u00e4en?<\/h2>\n<p>Digitaalse kaksiku kasutamine on juba hoo sisse saanud. Seda kasutatakse kariloomade j\u00e4lgimiseks nii f\u00fc\u00fcsiliselt kui ka eemalt. P\u00f5llu j\u00e4lgimiss\u00fcsteem tagab p\u00f5ldude ja p\u00f5llukultuuride seisukorra aruande paremate ja teadlikumate juhtimisotsuste tegemiseks. Kaugj\u00e4lgimiss\u00fcsteem annab aru p\u00f5llumajandusmasinate, n\u00e4iteks k\u00fclviku, traktori, pihusti jne seisukorrast rikete varajaseks avastamiseks ja ennetamiseks.<\/p>\n<p>Reaalse maailma asi on modelleeritud realistlikult ja eluraportitel on s\u00fcsteemi oleku kohta t\u00e4hendus. Sellel on m\u00f5ned piirangud, j\u00e4lgitavat asja saab kontrollida ainult \u00fche aspekti osas. Seda kasutatakse teistes t\u00f6\u00f6stusharudes, kuid p\u00f5llumajanduses mitme kinnisvaraobjekti katmiseks, kuna talus on palju erinevaid objekte.<\/p>\n<h2>Kokkuv\u00f5te<\/h2>\n<p>Enne tehnoloogiaajastut tehti uurimis- ja arendustegevust, et m\u00f5ista ja ennetada taimede\u2019 <span style=\"font-weight: 400;\">k\u00e4itumine<\/span> et v\u00f5idelda peamiste p\u00f5llumajandusprobleemidega, milleks on kahjurite ja haiguste levik ning madal tootlikkus. Algsete t\u00f6\u00f6riistade kasutamise t\u00f5ttu j\u00e4id uurimistulemused kontrollimata ja tulemused olid ebausaldusv\u00e4\u00e4rsed. Seega probleemid p\u00fcsisid.<\/p>\n<p>Siis polnud p\u00f5llumeestel muud v\u00f5imalust taimedega katsetada. <span style=\"font-weight: 400;\">k\u00e4itumine<\/span> v\u00e4lja arvatud katse-eksituse meetodil, mille tulemuseks on tohutu ressursside ja aja kaotus. Nende p\u00f5llumajanduslike saladuste l\u00f5petamiseks v\u00f5eti p\u00f5llumajanduses kasutusele digitaalsed kaksikud, et anda \u00fcksikasjalik arusaam taimedest ja loomadest. <span style=\"font-weight: 400;\">k\u00e4itumist<\/span> p\u00f5llumajanduse t\u00f5hususe parandamiseks. Need, kes on tehnoloogilise revolutsiooni suhtes k\u00f5ige entusiastlikumad, eeldavad, et p\u00f5llumajandustegevus saab nende edusammude kaudu m\u00e4rkimisv\u00e4\u00e4rset kasu.<\/p>\n<p>Seega ei saa keegi teie f\u00fc\u00fcsilist maad paremini m\u00f5ista kui teie ise... ja andmeteadust. Ja GeoPard on sel juhul kasulik platvorm kasvatajatele, mis aitab:<\/p>\n<ul>\n<li>Koguge tehnilisi andmeid kaugseire abil, <a href=\"https:\/\/geopard.tech\/est\/mullaproovide-votmine\/\">mullaproovide v\u00f5tmine<\/a>, andurid, <a href=\"https:\/\/geopard.tech\/est\/topograafia\/\">topograafia<\/a>, jne.<\/li>\n<li>Ligip\u00e4\u00e4s igale p\u00f5llule satelliitseire ja k\u00fclvikorra andmetega.<\/li>\n<li>Halda oma andmeid rakenduse abil isegi v\u00f5rgu\u00fchenduseta.<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Asjade interneti (IoT) laialdased eelised ei piirdu ainult tervishoiu-, tootmis-, auto-, lennundus- ja lennundust\u00f6\u00f6stusega; p\u00f5llumajandussektor\u2026<\/p>","protected":false},"author":210157960,"featured_media":3631,"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":[1380],"tags":[1646],"class_list":["post-3629","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-whats","tag-digital-agriculture"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.6 - 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