M\u0101ko\u0146u un \u0113nu noteik\u0161ana ir viens no svar\u012bg\u0101kajiem uzdevumiem anal\u012btiskajos t\u0101lizp\u0113tes risin\u0101jumos.<\/p>\r\n\r\n\r\n\r\n
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Ja viss satel\u012btatt\u0113ls ir t\u012brs ar 90%, joproj\u0101m past\u0101v 10% iesp\u0113jam\u012bba, ka j\u016bsu lauks atrad\u012bsies zem m\u0101ko\u0146u\/\u0113nu zonas. Ar\u012b pret\u0113jais ir patiess \u2014 daudzas sist\u0113mas neapstr\u0101d\u0101 att\u0113lus ar m\u0101ko\u0146iem virs 70% \u2014, lai gan atliku\u0161ie 30% var pal\u012bdz\u0113t agronomam vai lauksaimniekam pie\u0146emt pareizo l\u0113mumu sezonas laik\u0101.<\/p>\r\n\r\n\r\n\r\n
Uz\u0146\u0113mum\u0101 GeoPard m\u0113s \u0161o probl\u0113mu risin\u0101m ar vair\u0101ku ma\u0161\u012bnm\u0101c\u012b\u0161an\u0101s algoritmu pal\u012bdz\u012bbu, kas darbojas ar \u013coti augstu precizit\u0101ti.<\/p>\r\n<\/div>\r\n\r\n\r\n\r\n
\r\n<\/figure>\r\n<\/div>\r\n<\/div>\r\n\r\n
<\/p>\r\n\r\n
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M\u0113s defin\u0113jam m\u0101ko\u0146u masku un \u0113nu masku visa att\u0113la l\u012bmen\u012b, un katram lauka-att\u0113la p\u0101rim m\u0113s \u0146emam v\u0113r\u0101, cik procentu lauka kl\u0101j m\u0101ko\u0146i vai m\u0101ko\u0146u \u0113nas.<\/p>\r\n\r\n\r\n\r\n
Autom\u0101tiskaj\u0101 anal\u012btik\u0101 m\u0113s uz\u0146emam tikai piln\u012bgi bezm\u0101ko\u0146u att\u0113lus konkr\u0113tam laukam, kas \u013cauj lietot\u0101jam b\u016bt p\u0101rliecin\u0101tam, pie\u0146emot l\u0113mumus, pamatojoties uz vair\u0101ku gadu anal\u012btiku.<\/p>\r\n\r\n\r\n\r\n
GeoPard lietot\u0101jam ir iesp\u0113ja pa\u0161am skat\u012bt un pat palaist anal\u012bzi, pat da\u013c\u0113ji m\u0101ko\u0146ainos att\u0113los.<\/p>\r\n<\/div>\r\n\r\n\r\n\r\n
\r\n<\/figure>\r\n<\/div>\r\n<\/div>\r\n\r\n
<\/p>\r\n\r\n
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Tas joproj\u0101m var b\u016bt \u013coti noder\u012bgi, piem\u0113ram, sezonas laik\u0101, lai veiktu main\u012bgas devas smidzin\u0101\u0161anu ar augu aizsardz\u012bbas l\u012bdzek\u013ciem, pamatojoties uz jaun\u0101ko satel\u012btatt\u0113lu, kur\u0101 10% lauka plat\u012bbas atrodas zem m\u0101ko\u0146iem. Tas noz\u012bm\u0113, ka attiec\u012bb\u0101 uz 90% lauka plat\u012bbas l\u0113mums tiks pie\u0146emts, pamatojoties uz p\u0101rbaud\u012btiem datiem.<\/p>\r\n\r\n\r\n\r\n
T\u0101pat GeoPard lietot\u0101ji var viegli p\u0101rbaud\u012bt avota att\u0113lus re\u0123ion\u0101l\u0101 l\u012bmen\u012b tuv\u0101 infrasarkan\u0101 skat\u0101, kas pal\u012bdz at\u0161\u0137irt skaidru zemi no m\u0101ko\u0146iem un \u0113n\u0101m (skatiet pievienoto att\u0113lu).<\/p>\r\n\r\n\r\n\r\n
Paturiet pr\u0101t\u0101, ka digit\u0101l\u0101s lauksaimniec\u012bbas uz\u0146\u0113mumiem joproj\u0101m var rasties gr\u016bt\u012bbas ar m\u0101ko\u0146u un \u0113nu pareizu noteik\u0161anu. Pievienotaj\u0101 ekr\u0101nuz\u0146\u0113mum\u0101 viens no \u0161\u0101diem uz\u0146\u0113mumiem izveido VR m\u0113slojuma karti, pamatojoties uz m\u0101ko\u0146u un \u0113nu datiem. T\u0101tad nepareiza karte noved pie nepareiziem agronomiskiem l\u0113mumiem un galu gal\u0101 nepareiziem rezult\u0101tiem.<\/p>\r\n\r\n\r\n\r\n
GeoPard ar augstu precizit\u0101tes l\u012bmeni nosaka m\u0101ko\u0146us un \u0113nas un neparedz pie\u0146emt main\u012bg\u0101 \u0101truma l\u0113mumu, pamatojoties uz m\u0101ko\u0146iem. J\u016bs vienm\u0113r varat apl\u016bkot avota att\u0113lus da\u017e\u0101dos skatos un indeksos un att\u0101lin\u0101t, lai redz\u0113tu apk\u0101rt\u0113jo att\u0113lu.<\/p>\r\n<\/div>\r\n\r\n\r\n\r\n
\r\n<\/figure>\r\n<\/div>\r\n<\/div>\r\n\r\n
<\/p>\r\n\r\n
Ne visi risin\u0101jumi ir vien\u0101di, izv\u0113lieties lab\u0101k\u0101s tirg\u016b pieejam\u0101s iesp\u0113jas!<\/p>\r\n\r\n
<\/p>\r\n\r\n<\/figure>\r\n
Kas ir m\u0101ko\u0146u noteik\u0161ana prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101?<\/h2>\r\n
M\u0101ko\u0146u noteik\u0161ana prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101 attiecas uz m\u0101ko\u0146u segas identific\u0113\u0161anas un uzraudz\u012bbas procesu lauksaimniec\u012bbas zem\u0113s, izmantojot t\u0101lizp\u0113tes tehnolo\u0123ijas. M\u0101ko\u0146i var b\u016btiski ietekm\u0113t lauksaimniec\u012bbas praksi un kult\u016braugu produktivit\u0101ti, padarot to noteik\u0161anu un anal\u012bzi par iz\u0161\u0137iro\u0161u lomu efekt\u012bvas saimniec\u012bbas p\u0101rvald\u012bbas nodro\u0161in\u0101\u0161an\u0101.<\/p>\r\n
Tas ietver da\u017e\u0101du sensoru, piem\u0113ram, satel\u012btu, dronu vai uz zemes b\u0101z\u0113tu instrumentu, izmanto\u0161anu, lai uz\u0146emtu lauksaimniec\u012bbas lauku att\u0113lus. \u0160ie sensori uztver datus redzam\u0101s un infrasarkan\u0101s gaismas veid\u0101, kurus var analiz\u0113t, lai noteiktu m\u0101ko\u0146u kl\u0101tb\u016btni un raksturlielumus.<\/p>\r\n
T\u0101s galvenais m\u0113r\u0137is prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101 ir nov\u0113rt\u0113t m\u0101ko\u0146u telpisko un laika sadal\u012bjumu lauksaimniec\u012bbas zem\u0113s.<\/p>\r\n
\u0160\u012b inform\u0101cija pal\u012bdz lauksaimniekiem un agronomiem pie\u0146emt pamatotus l\u0113mumus par ap\u016bde\u0146o\u0161anu, m\u0113slo\u0161anu, kait\u0113k\u013cu apkaro\u0161anu un cit\u0101m lauksaimniec\u012bbas praks\u0113m. Izprotot m\u0101ko\u0146u segas mode\u013cus, lauksaimnieki var optimiz\u0113t resursu sadali un samazin\u0101t kult\u016braugu boj\u0101jumu vai ra\u017eas samazin\u0101\u0161an\u0101s risku.<\/p>\r\n
M\u0101ko\u0146u noteik\u0161anas algoritmi analiz\u0113 uz\u0146emtos att\u0113lus, lai at\u0161\u0137irtu m\u0101ko\u0146u pikse\u013cus no pikse\u013cu, kas nav m\u0101ko\u0146i.<\/p>\r\n
\u0160ie algoritmi izmanto da\u017e\u0101das metodes, piem\u0113ram, sliek\u0161\u0146u noteik\u0161anu, spektr\u0101lo anal\u012bzi un ma\u0161\u012bnm\u0101c\u012b\u0161anos, lai prec\u012bzi identific\u0113tu un klasific\u0113tu m\u0101ko\u0146u veidojumus.<\/p>\r\n
Algoritmu izvad\u0113 parasti ietilpst m\u0101ko\u0146u p\u0101rkl\u0101juma procents, m\u0101ko\u0146u tipa klasifik\u0101cija un m\u0101ko\u0146u kust\u012bbas mode\u013ci.<\/p>\r\n
Kad m\u0101ko\u0146i ir atkl\u0101ti un to \u012bpa\u0161\u012bbas ir noteiktas, lauksaimnieki var izmantot \u0161o inform\u0101ciju, lai ieviestu prec\u012bz\u0101s lauksaimniec\u012bbas metodes.<\/p>\r\n
Piem\u0113ram, ja virs konkr\u0113tas lauka da\u013cas tiek konstat\u0113ts m\u0101konis, lauksaimnieki var atlikt ap\u016bde\u0146o\u0161anu vai pestic\u012bdu lieto\u0161anu \u0161aj\u0101 re\u0123ion\u0101, l\u012bdz m\u0101konis paz\u016bd. Sinhroniz\u0113jot lauksaimniec\u012bbas darb\u012bbas ar m\u0101ko\u0146u kust\u012bbu, lauksaimnieki var optimiz\u0113t resursu izmanto\u0161anu un samazin\u0101t nevajadz\u012bg\u0101s ievades.<\/p>\r\n
Tas ir \u012bpa\u0161i izdev\u012bgi re\u0123ionos ar augstu m\u0101ko\u0146u segumu vai kur laika apst\u0101k\u013ci main\u0101s strauji. Nep\u0101rtraukti uzraugot m\u0101ko\u0146u segumu, lauksaimnieki var piel\u0101got savu lauksaimniec\u012bbas praksi re\u0101llaik\u0101, veicot korekcijas, pamatojoties uz pa\u0161reiz\u0113jiem laika apst\u0101k\u013ciem.<\/p>\r\n
Rezum\u0113jot, m\u0101ko\u0146u noteik\u0161ana prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101 ir iz\u0161\u0137iro\u0161a noz\u012bme lauksaimniec\u012bbas prakses optimiz\u0113\u0161an\u0101 un resursu p\u0101rvald\u012bb\u0101. Prec\u012bzi identific\u0113jot un uzraugot m\u0101ko\u0146u segumu, lauksaimnieki var pie\u0146emt pamatotus l\u0113mumus, lai uzlabotu kult\u016braugu produktivit\u0101ti, samazin\u0101tu izejvielu iz\u0161\u0137\u0113rd\u0113\u0161anu un mazin\u0101tu ar main\u012bgiem laika apst\u0101k\u013ciem saist\u012btos riskus.<\/p>","protected":false},"excerpt":{"rendered":"
M\u0101ko\u0146u un \u0113nu noteik\u0161ana ir viens no svar\u012bg\u0101kajiem uzdevumiem anal\u012btisk\u0101s t\u0101lizp\u0113tes risin\u0101jumos. Ja viss satel\u012bta att\u0113ls ir t\u012brs (90%), tad\u2026<\/p>","protected":false},"author":210157960,"featured_media":1383,"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":[1378],"tags":[1599],"class_list":["post-206","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-remote-sensing","tag-remote-sensing"],"acf":[],"yoast_head":"\n
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