{"id":10318,"date":"2024-04-21T22:37:37","date_gmt":"2024-04-21T20:37:37","guid":{"rendered":"https:\/\/geopard.tech\/?p=10318"},"modified":"2024-04-21T22:37:37","modified_gmt":"2024-04-21T20:37:37","slug":"medvilnes-auginimo-transformavimas-pasitelkiant-technologijas-ir-tiksluji-ukininkavima","status":"publish","type":"post","link":"https:\/\/geopard.tech\/lt\/blog\/transforming-cotton-farming-with-technology-and-precision-agriculture\/","title":{"rendered":"Medviln\u0117s auginimo pertvarka naudojant technologijas ir tiksli\u0105j\u0105 \u017eemdirbyst\u0119"},"content":{"rendered":"<p><strong>Medviln\u0117s augintojas:<\/strong> \u201eCotton Incorporated\u201c tikslas yra padidinti medviln\u0117s gamybos pelningum\u0105 per tyrimus. Siekdami u\u017etikrinti, kad m\u016bs\u0173 tyrimai atitikt\u0173 dabartinius i\u0161\u0161\u016bkius ir remt\u0173si praeities s\u0117km\u0117mis, 2008, 2015 ir 2023 m. atlikome JAV medviln\u0117s gamintoj\u0173 gamtos i\u0161tekli\u0173 apklausas.<\/p>\n<p>\u0160ie tyrimai taip pat padeda parodyti medviln\u0117s auginimo tvarum\u0105 ir nuolatinius pramon\u0117s tobulinimus, suteikdami duomenis gyvavimo ciklo vertinimams. \u0160iame straipsnyje konkre\u010diai nagrin\u0117jami klausimai d\u0117l tiksliosios \u017eem\u0117s \u016bkio technologijos taikymo medviln\u0117s augintoj\u0173.<\/p>\n<p>Tyrimuose dalyvavo \u016bkininkai visose medviln\u0119 auginan\u010diose valstijose, o atsakiusi\u0173j\u0173 dalis paprastai atitiko valstijoje auginam\u0173 medviln\u0117s plotus (pavyzd\u017eiui, Teksase, kuriame buvo daugiausia pas\u0117t\u0173 medviln\u0117s akr\u0173, buvo ir daugiausia atsakym\u0173, po jo sek\u0117 D\u017eord\u017eija, turinti antr\u0105 pagal dyd\u012f pas\u0117t\u0173 plot\u0173 skai\u010di\u0173).<\/p>\n<p>Visose apklausose atsakovai atstovavo ne ma\u017eiau kaip 9% pas\u0117t\u0173 akr\u0173 apklausos metais. Atkreipkite d\u0117mes\u012f, kad \u0161iuose rezultatuose kartais minimas regionas, ir jie apibr\u0117\u017eiami taip: Tolimieji Vakarai: CA, AZ, NM; Pietvakariai: TX, OK, KS; Vidurio-Piet\u016bs: MO, AR, MS, LA, TN; ir Pietry\u010diai: AL, FL, SC, NC, VA.<\/p>\n<h2>Populiarios technologijos<\/h2>\n<p>Visose apklausose augintoj\u0173 buvo pra\u0161oma \u012fvertinti 29 gamybos problemas kaip pagrindines, vidutines ar neproblemines. Did\u017eiausi\u0105 susir\u016bpinim\u0105 visose trijose apklausose k\u0117l\u0117 medviln\u0117s gamybos kaina. Ta\u010diau, kadangi augintojai negali kontroliuoti s\u0105naud\u0173, tiksliosios technologijos tampa b\u016btinos. \u0160ios technologijos padeda u\u017etikrinti, kad b\u016bt\u0173 naudojama tik tai, kas reikalinga, taip i\u0161vengiant pinig\u0173 \u0161vaistymo.<\/p>\n<p>D\u0117l to i\u0161augo \u012fvairi\u0173 technologij\u0173 naudojimas, i\u0161skyrus dirvo\u017eemio m\u0117gini\u0173 \u0117mim\u0105, kuris i\u0161liko nepakit\u0119s ir sudar\u0117 46%, kaip parodyta 1 pav. 2023 m. apklausoje tik 4%respondent\u0173 prane\u0161\u0117 nenaudojantys tikslaus \u016bkininkavimo technologij\u0173.<\/p>\n<p>Svarbu pa\u017eym\u0117ti, kad \u010dia minimas dirvo\u017eemio kartografavimas ir dirvo\u017eemio \u0117mimas apima m\u0117gini\u0173 naudojim\u0105 atskiriems lauko plotams charakterizuoti, o ne bendr\u0105 dirvo\u017eemio \u0117mimo metod\u0105. Vaisingumo lygiui nustatyti 77% respondent\u0173 nurod\u0117, kad naudoja dirvo\u017eemio tyrim\u0173 rekomendacijas.<\/p>\n<p>Autosterio technologijos panaudojimas per laik\u0105 gerokai i\u0161augo. 2008 m. juo naudojosi tik 46%\u016bkinink\u0173, ta\u010diau 2015 m. \u0161is skai\u010dius i\u0161augo iki 69%, o 2023 m. pasiek\u0117 86%. \u0160i augimo tendencija rodo did\u0117jant\u012f \u016bkinink\u0173 pasitik\u0117jim\u0105 autosteriu.<\/p>\n<p>Pana\u0161iai, autonominio vairavimo ir derliaus steb\u0117jimo technologij\u0173 diegimas atitinka Jungtini\u0173 Valstij\u0173 \u017eem\u0117s \u016bkio departamento (USDA) Ekonomini\u0173 tyrim\u0173 tarnybos atliktos apklausos, kurioje nagrin\u0117tas tiksliosios \u017eemdirbyst\u0117s taikymas JAV \u016bkiuose, rezultatus. Apklausoje buvo nagrin\u0117jamos kelios prek\u0117s, \u012fskaitant medviln\u0119, 2000, 2003, 2007 ir 2019 m.<\/p>\n<p>Abiejuose tyrimuose s\u0117jos monitori\u0173 ir automatinio vairavimo naudojimo rodikliai i\u0161augo. Ta\u010diau automatinio vairavimo naudojimas buvo daug didesnis nei s\u0117jos monitori\u0173. Kaip parodyta 1 paveiksle, automatinio vairavimo padid\u0117jimas vir\u0161ijo vis\u0173 kit\u0173 nagrin\u0117jam\u0173 technologij\u0173 ir praktik\u0173 augim\u0105.<\/p>\n<p>Autosteer jau tampa standartine funkcija naujoje \u012frangoje ir reikalauja minimalaus pasiruo\u0161imo, palyginti su kitomis technologijomis. Tuo tarpu, naudojant kitas technologijas, reikia atsisi\u0173sti \u017eem\u0117lapius, juos interpretuoti, transformuoti \u012f norm\u0173 \u017eem\u0117lapius ir v\u0117l \u012fkelti.<\/p>\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"10324\" data-permalink=\"https:\/\/geopard.tech\/lt\/blog\/transforming-cotton-farming-with-technology-and-precision-agriculture\/autosteer-is-becoming-standard-on-new-equipment\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?fit=1365%2C767&amp;ssl=1\" data-orig-size=\"1365,767\" data-comments-opened=\"1\" data-image-title=\"Autosteer is becoming standard on new equipment\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?fit=1024%2C575&amp;ssl=1\" class=\"alignnone wp-image-10324 size-full\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?resize=810%2C455&#038;ssl=1\" alt=\"Autosteer tampa standartu naujoje technikoje\" width=\"810\" height=\"455\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?w=1365&amp;ssl=1 1365w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?resize=1024%2C575&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Autosteer-is-becoming-standard-on-new-equipment.png?resize=1200%2C674&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>Autosteer suma\u017eina operatoriaus nuovarg\u012f ir gali pagerinti efektyv\u0173 tr\u0105\u0161\u0173 bei augal\u0173 apsaugos priemoni\u0173 naudojim\u0105, eliminuodamas praleidimus ir per didel\u012f pur\u0161kim\u0105 d\u0117l persidengimo. Tikimasi, kad did\u0117jantis belaid\u017ei\u0173 modemo naudojimas \u017eem\u0117s \u016bkio technikoje galiausiai paskatins ir kit\u0173 technologij\u0173 diegim\u0105, kai atminties korteli\u0173 nebereik\u0117s ve\u017eioti i\u0161 biuro \u012f technik\u0105.<\/p>\n<p>Be to, naujos duomen\u0173 analiz\u0117s technikos automatizuoja dirvo\u017eemio ir derliaus \u017eem\u0117lapi\u0173 interpretavim\u0105. Taip pat atsiranda \u017eem\u0117s \u016bkio duomen\u0173 mokslo konsultant\u0173, kurie padeda \u016bkininkams maksimaliai i\u0161naudoti j\u0173 duomen\u0173 vert\u0119.<\/p>\n<p>Yra duomen\u0173, kad didesnis naudojimo paprastumas ir gamykloje sumontuotos parinktys palengvins b\u016bsim\u0173 technologij\u0173 pritaikym\u0105, kaip rodo 2 paveiksle pavaizduotas regioninis derliaus monitori\u0173 pritaikymas.<\/p>\n<p>Pas\u0117li\u0173 monitori\u0173 naudojimo lygis 2015 m. buvo susij\u0119s su apvali\u0173 moduli\u0173 naudojimu, kaip prane\u0161ama 2016 m. atliktame medviln\u0117s d\u017eiovinimo i\u0161laid\u0173 tyrime (Valco, T.D., H. Ashley, D. Findley, J. Green, R. Isom, T. Price. The Cost of Ginning Cotton \u2013 2016 Survey Results. 2018 Beltwide Cotton Conferences, San Antonio, TX, January 3-5, 2018. National Cotton Council, Memphis, TN. Pp. 528-53).<\/p>\n<p>Tai rodo, kad palengvinus technologijos naudojim\u0105 ir pasi\u016blius gamykli\u0161kai \u012frengtus papildomus variantus, galima paskatinti daugiau \u016bkinink\u0173 j\u0105 \u012fsidiegti.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"10327\" data-permalink=\"https:\/\/geopard.tech\/lt\/blog\/transforming-cotton-farming-with-technology-and-precision-agriculture\/regional-adoption-of-yield-monitors\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?fit=1365%2C767&amp;ssl=1\" data-orig-size=\"1365,767\" data-comments-opened=\"1\" data-image-title=\"regional adoption of yield monitors\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?fit=1024%2C575&amp;ssl=1\" class=\"alignnone size-full wp-image-10327\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?resize=810%2C455&#038;ssl=1\" alt=\"regionin\u0117 derliaus monitori\u0173 adaptacija\" width=\"810\" height=\"455\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?w=1365&amp;ssl=1 1365w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?resize=1024%2C575&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/regional-adoption-of-yield-monitors.png?resize=1200%2C674&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>Lyginant medviln\u0117s valymo i\u0161laid\u0173 apklausos rezultatus, apvalios medviln\u0117s moduli\u0173 naudojimas buvo 51% Pietry\u010diuose, 61% Vidurio Pietry\u010diuose, 36% Pietvakariuose ir 29% Tolimuosiuose Vakaruose, atitinkantis vaizdo 2 rodyt\u0105 derliaus steb\u0117jimo sistem\u0173 diegimo reiting\u0105.<\/p>\n<p>Ta\u010diau, respondent\u0173 nuomone, derliaus matuokli\u0173 technologij\u0173 naudojimas padid\u0117jo visuose keturiuose regionuose. \u0160is padid\u0117jimas \u012fvyko d\u0117l to, kad derliaus matuokliai tapo prieinami tik kaip gamykloje sumontuota opcija, pristatant modulinio k\u0117limo kombainus.<\/p>\n<p>Tuo tarpu tikimasi, kad did\u0117jantis duomenis kaupian\u010di\u0173 technologij\u0173 diegimas \u017eem\u0117s \u016bkio technikoje ateityje paskatins technologij\u0173 diegim\u0105.<\/p>\n<p>Tikimasi, kad kit\u0105 tiksliosios \u017eemdirbyst\u0117s etap\u0105 paveiks automatizavimo technologij\u0173 pa\u017eanga. Automatizavimas, apimantis ma\u0161in\u0173 naudojim\u0105 u\u017eduotims atlikti automati\u0161kai be \u017emogaus \u012fsiki\u0161imo, gali \u017eymiai padidinti \u017eem\u0117s \u016bkio praktikos efektyvum\u0105 ir tikslum\u0105. Vienas i\u0161 pavyzd\u017ei\u0173 yra autonomini\u0173 traktori\u0173 technologijos integravimas.<\/p>\n<p>\u0160i technologija gali supaprastinti tokias u\u017eduotis kaip sodinimas, pur\u0161kimas ir derliaus nu\u0117mimas. D\u0117l to \u0161ias u\u017eduotis galima atlikti tiksliau ir efektyviau. Ta\u010diau, nors automatizavimas teikia daug privalum\u0173, svarbu atsi\u017evelgti \u012f jo poveik\u012f \u017eem\u0117s \u016bkio u\u017eimtumui.<\/p>\n<p>2023 m. tyrime \u016bkininkams, auginantiems medviln\u0119, buvo pateikta keletas nauj\u0173 klausim\u0173 apie autonomini\u0173 traktori\u0173 naudojimo privalumus ir i\u0161\u0161\u016bkius j\u0173 \u016bkiuose. Daugiau nei 50% respondent\u0173 nurod\u0117, kad darbo j\u0117gos taupymas yra viena i\u0161 laukiam\u0173 autonomini\u0173 traktori\u0173 naud\u0173.<\/p>\n<p>Be to, 41% nurod\u0117 padid\u0117jus\u012f efektyvum\u0105, 28% pabr\u0117\u017e\u0117 suma\u017e\u0117jusi\u0105 darbuotoj\u0173 poveik\u012f, o 34% man\u0117, kad technologija neturi joki\u0173 privalum\u0173. Tuo tarpu tik\u0117tina, kad augintojai, kurie jau investavo \u012f didelio ploto \u012frang\u0105 (pvz., purk\u0161tuvus su 120 p\u0117d\u0173 str\u0117l\u0117mis), patirt\u0173 minimali\u0105 naud\u0105 pa\u0161alindami operatori\u0173 i\u0161 tokios ma\u0161inos.<\/p>\n<p>Tyrimai vykdomi siekiant nustatyti, ar automatizavimas gali duoti didesn\u0117s naudos suma\u017einus \u012frangos dyd\u012f, taip padidinant jos mastelio pritaikymo galimybes u\u017eduoties ir lauko dyd\u017eiui. Be to, turint kelis ma\u017eesnius \u012frangos vienetus suma\u017e\u0117ja nenaudojimo rizik\u0105.<\/p>\n<p>Ta\u010diau sugedus dideliam \u012frangos vienetui, kasdien netenkama \u0161imt\u0173 ar\u0173 produkcijos. \u012erangos dydis tikriausiai bus kompromisas tarp valdom\u0173 vienet\u0173 skai\u010diaus, atliekamo u\u017edavinio ir vidutinio \u016bkyje esan\u010di\u0173 lauk\u0173 dyd\u017eio bei formos.<\/p>\n<h2>Kli\u016btys autonominiams trauktuvams<\/h2>\n<p>Apskritai, atsakym\u0173 visuose regionuose buvo pana\u0161i\u0173, i\u0161skyrus kli\u016btis laukuose ir transportavimo tarp lauk\u0173 problemas. Padid\u0117j\u0119s susir\u016bpinimas pietry\u010diuose ir vidurio pietuose grei\u010diausiai atsirado d\u0117l didesnio vandens telkini\u0173 ir reljefo poky\u010di\u0173, kurie daro \u012ftak\u0105 laukams tuose regionuose, palyginti su pietvakariais ir Tolimaisiais vakarais. Visuose regionuose sutariama, kad technologijos kainos gali trukdyti j\u0105 naudoti \u016bkiuose.<\/p>\n<p><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"10331\" data-permalink=\"https:\/\/geopard.tech\/lt\/blog\/transforming-cotton-farming-with-technology-and-precision-agriculture\/impediments-to-driverless-tractors\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?fit=1365%2C767&amp;ssl=1\" data-orig-size=\"1365,767\" data-comments-opened=\"1\" data-image-title=\"Impediments to Driverless Tractors\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?fit=1024%2C575&amp;ssl=1\" class=\"alignnone size-full wp-image-10331\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?resize=810%2C455&#038;ssl=1\" alt=\"Kli\u016btys autonominiams trauktuvams \" width=\"810\" height=\"455\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?w=1365&amp;ssl=1 1365w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?resize=300%2C169&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?resize=1024%2C575&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?resize=768%2C432&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2024\/04\/Impediments-to-Driverless-Tractors.png?resize=1200%2C674&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\n<p>I\u0161kilo klausimas, kurias u\u017eduotis automatizuoti pirmiausia. \u017dmon\u0117s nurod\u0117, kad pagrindin\u0117s yra s\u0117jimas (40%), pur\u0161kimas (40%), derliaus nu\u0117mimas (35%) ir prie\u0161s\u0117jin\u0117 pikt\u017eoli\u0173 kontrol\u0117 (35%).<\/p>\n<p>Ta\u010diau, kadangi mes tik pradedame naudoti automatizuot\u0105 \u017eem\u0117s \u016bkio \u012frang\u0105, bus \u012fdomu pamatyti, kaip viskas pasikeis per penkerius metus. Tuo tarpu augantis sistem\u0173, skirt\u0173 pikt\u017eol\u0117ms aptikti ir purk\u0161ti naudojant ma\u0161inin\u012f reg\u0117jim\u0105, skai\u010dius rodo, kaip spar\u010diai tobul\u0117ja \u0161ios technologijos.<\/p>\n<h2>I\u0161vada<\/h2>\n<p>\u201eCotton Incorporated\u201c 2008\u20132023 m. apklausos atskleid\u017eia augant\u012f tiksliosios \u017eem\u0117s \u016bkio technologij\u0173 taikym\u0105 tarp medviln\u0117s augintoj\u0173, ypa\u010d tokiose u\u017eduotyse kaip s\u0117ja, pur\u0161kimas ir derliaus nu\u0117mimas. Autopiloto technologijos naudojimas \u017eymiai padid\u0117jo, o tai rodo tendencij\u0105 \u012f efektyvesn\u012f \u016bkininkavim\u0105. Ta\u010diau i\u0161lieka toki\u0173 i\u0161\u0161\u016bki\u0173 kaip \u012frangos mastelio keitimas ir i\u0161laidos.<\/p>\n<p>\u017dem\u0117s \u016bkio ateitis tikriausiai apims automatizavimo technologijas, tokias kaip autonominiai traktoriai, si\u016blan\u010dius tokius privalumus kaip darbo s\u0105naud\u0173 taupymas ir didesnis efektyvumas, ta\u010diau sukelsian\u010dius susir\u016bpinim\u0105 d\u0117l u\u017eimtumo ir \u012frangos mastelio.<\/p>\n<p><strong>\u0160altinis<\/strong>: <a href=\"https:\/\/www.cottongrower.com\/crop-inputs\/precision-agriculture\/precision-and-agricultural-technology-adoption-trends-in-cotton\/\">Medviln\u0117s augintojas ir <span data-contrast=\"none\">Medviln\u0117<\/span><\/a><span data-contrast=\"none\"> \u012emon\u0117. <strong>Tyr\u0117jai<\/strong>: <\/span>D\u017eeyran Bayramova, Stivenas Piresas, D\u017eesi Deistar ir Edas Barnsas yra \u201eCotton Incorporated\u201c mokslininkai.<\/p>","protected":false},"excerpt":{"rendered":"<p>Medviln\u0117s augintojas: \u201eCotton Incorporated\u201c tikslas \u2013 didinti medviln\u0117s gamybos pelningum\u0105 vykdant tyrimus. Siekdami u\u017etikrinti, kad m\u016bs\u0173 tyrimai atitikt\u0173 dabartinius i\u0161\u0161\u016bkius ir kurt\u0173\u2026<\/p>","protected":false},"author":210157960,"featured_media":10320,"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":[1657,1365],"tags":[],"class_list":["post-10318","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-news"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Transforming Cotton Farming With Technology and Precision Agriculture - GeoPard<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/geopard.tech\/lt\/tinklarastis\/medvilnes-auginimo-transformavimas-pasitelkiant-technologijas-ir-tiksluji-ukininkavima\/\" \/>\n<meta property=\"og:locale\" content=\"lt_LT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Transforming Cotton Farming With Technology and Precision Agriculture - GeoPard\" \/>\n<meta property=\"og:description\" content=\"Cotton Grower: Cotton Incorporated&#8217;s goal is to enhance the profitability of cotton production through research. 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