{"id":286,"date":"2021-01-18T17:57:00","date_gmt":"2021-01-18T16:57:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=286"},"modified":"2024-12-01T21:40:34","modified_gmt":"2024-12-01T20:40:34","slug":"apgrieztu-rastra-datu-izmantosana-lauksaimniecibas-uznemejdarbiba","status":"publish","type":"post","link":"https:\/\/geopard.tech\/lv\/blog\/use-of-cropped-raster-data-for-agribusiness\/","title":{"rendered":"Apgrieztu rastra datu izmanto\u0161ana lauksaimniec\u012bbas uz\u0146\u0113m\u0113jdarb\u012bb\u0101"},"content":{"rendered":"

Apgriezti rastra dati, kuru pamat\u0101 ir lauka robe\u017eas, izklaus\u0101s \u013coti vienk\u0101r\u0161i. Da\u017ei datu avoti ir rastri ar pikse\u013ciem un iz\u0161\u0137irtsp\u0113ju 3m\/10m\/30m, citi \u2013 vektori ar daudzst\u016briem vai daudzst\u016briem.<\/p>\r\n\r\n\r\n\t\t

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\"WDRVI<\/figure><\/div>
\"Tuv\u0101<\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t
\n\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t
\n\t\t\t\t\t\t<\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\r\n\r\n\r\n

Apgriezto rastra datu prec\u012bzas robe\u017eas noteik\u0161ana ir sare\u017e\u0123\u012bta. Vairums \u0122IS un prec\u012bz\u0101s lauksaimniec\u012bbas programmat\u016bras p\u0113c noklus\u0113juma nodro\u0161ina pikse\u013cotu rastra att\u0113lu. Prec\u012bza datu nov\u0113rt\u0113\u0161ana lauka robe\u017eas tuvum\u0101 pal\u012bdz lab\u0101k izprast, piem\u0113ram, vainaga st\u0101vokli vai sl\u012bpuma v\u0113rt\u012bbu.\u00a0<\/p>\r\n\r\n\r\n\r\n

Piksel\u0113tu rastru piem\u0113ri:<\/p>\r\n\r\n\r\n\r\n

\"Tuv\u0101\r\n
Tuv\u0101 infrasarkan\u0101 starojuma pikse\u013cots rastrs<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n
\"Augstuma\r\n
Augstuma pikse\u013cotais rastrs<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n

Vai to ir iesp\u0113jams uzlabot un padar\u012bt prec\u012bz\u0101ku?<\/p>\r\n\r\n\r\n\r\n

J\u0101, GeoPard to dara un pat padara datus pieejamus t\u0101l\u0101kai integr\u0101cijai, izmantojot API. Da\u017ei piem\u0113ri:<\/p>\r\n\r\n\r\n\r\n

    \r\n
  • Neapstr\u0101d\u0101tu (sarkanza\u013czil\u0101 un tuv\u0101 infrasarkan\u0101 skat\u0101) satel\u012btatt\u0113lu apgrie\u0161ana, pamatojoties uz lauka robe\u017eu:<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n
    \"RGB\r\n
    GeoPard Agriculture RGB apgrieztais rastrs<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n
    \"Tuv\u0101\r\n
    GeoPard Agriculture tuv\u0101 infrasarkan\u0101 starojuma apgrieztais rastrs<\/em><\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n

     <\/p>\r\n

      \r\n
    • Satel\u012btatt\u0113lu apgrie\u0161ana ar ve\u0123et\u0101cijas indeksu, piem\u0113ram, WDRVI, pamatojoties uz lauka robe\u017eu:<\/li>\r\n<\/ul>\r\n

       <\/p>\r\n\r\n\r\n\r\n

      \"WDRVI\r\n
      GeoPard Agriculture WDRVI apgrieztais rastrs<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n

       <\/p>\r\n

        \r\n
      • Digit\u0101l\u0101s topogr\u0101fijas datu kopas (augstuma un nel\u012bdzenuma) apgrie\u0161ana, pamatojoties uz lauka robe\u017eu:<\/li>\r\n<\/ul>\r\n

         <\/p>\r\n\r\n\r\n\r\n

        \"Augstuma\r\n
        GeoPard lauksaimniec\u012bbas pac\u0113luma apgrieztais rastrs<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n
        \"Nel\u012bdzenuma\r\n
        GeoPard Agriculture nel\u012bdzenumu apgrieztais rastrs<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n

        K\u0101 tas izskat\u0101s GeoPard saskarn\u0113 un k\u0101 to var integr\u0113t j\u016bsu lauksaimniec\u012bbas tehnolo\u0123iju risin\u0101jum\u0101:<\/p>\r\n\r\n\r\n\r\n

        \"GeoPard\r\n
        GeoPard Agriculture NIR apgrieztais rastrs<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n
        \"GeoPard\r\n
        GeoPard lauksaimniec\u012bbas atbalsta poz\u012bcija<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n
        \"GeoPard\r\n
        GeoPard Lauksaimniec\u012bba WDRVI<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n

        M\u0113s, GeoPard, saprotam \u0161\u0101du deta\u013cu v\u0113rt\u012bbu un past\u0101v\u012bgi str\u0101d\u0101jam, lai uzlabotu risin\u0101jumu.<\/p>\r\n

        Kas ir rastra dati?<\/h2>\r\n

        Rastra dati ir digit\u0101lu att\u0113lu datu veids, ko att\u0113lo pikse\u013cu vai \u0161\u016bnu re\u017e\u0123is, kur katra \u0161\u016bna atbilst noteiktai atra\u0161an\u0101s vietai uz Zemes virsmas. Katram pikselim rastra att\u0113l\u0101 ir pie\u0161\u0137irta v\u0113rt\u012bba, kas apz\u012bm\u0113 konkr\u0113tu \u0161\u012bs atra\u0161an\u0101s vietas atrib\u016btu vai raksturlielumu, piem\u0113ram, augstumu, temperat\u016bru vai zemes segumu.<\/p>\r\n

        To parasti izmanto \u0123eogr\u0101fisk\u0101s inform\u0101cijas sist\u0113m\u0101s (\u0122IS) un t\u0101lizp\u0113tes lietojumprogramm\u0101s, lai att\u0113lotu un analiz\u0113tu da\u017e\u0101da veida telpiskos datus. Tos var apkopot no da\u017e\u0101diem avotiem, tostarp satel\u012btu un aerofotoatt\u0113liem, digit\u0101laj\u0101m kamer\u0101m un uz zemes b\u0101z\u0113tiem sensoriem.<\/p>\r\n

        Tas bie\u017ei tiek glab\u0101ts da\u017e\u0101dos form\u0101tos, piem\u0113ram, GeoTIFF, JPEG un PNG, kas ir paredz\u0113ti datu efekt\u012bvai saspie\u0161anai un glab\u0101\u0161anai. \u0122IS programmat\u016bru un att\u0113lu apstr\u0101des r\u012bkus var izmantot, lai manipul\u0113tu ar datiem un tos analiz\u0113tu, piem\u0113ram, veicot apr\u0113\u0137inus par pikse\u013cu v\u0113rt\u012bb\u0101m vai lietojot filtrus, lai uzlabotu noteiktas funkcijas.<\/p>\r\n

        Pielietojuma piem\u0113ri ir zemes izmanto\u0161anas un zemes seguma kart\u0113\u0161ana, ve\u0123et\u0101cijas izmai\u0146u anal\u012bze laika gait\u0101 un ra\u017eas prognoz\u0113\u0161ana, pamatojoties uz vides faktoriem.<\/p>\r\n

        K\u0101 rastra dati tiek izmantoti prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101?<\/h2>\r\n

        T\u0101 ir b\u016btiska prec\u012bz\u0101s lauksaimniec\u012bbas sast\u0101vda\u013ca, jo sniedz detaliz\u0113tu inform\u0101ciju par kult\u016braugu vesel\u012bbu, augsnes \u012bpa\u0161\u012bb\u0101m un vides faktoriem, ko var izmantot, lai pie\u0146emtu pamatot\u0101kus l\u0113mumus par kult\u016braugu apsaimnieko\u0161anu. \u0160eit ir da\u017ei piem\u0113ri, k\u0101 rastra dati tiek izmantoti prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101:<\/p>\r\n

          \r\n
        • Kult\u016braugu vesel\u012bbas anal\u012bze:<\/strong> T\u0101lizp\u0113tes datus satel\u012btatt\u0113lu vai dronu att\u0113lu veid\u0101 var izmantot, lai \u0123ener\u0113tu datu sl\u0101\u0146us, kas par\u0101da ve\u0123et\u0101cijas indeksus, piem\u0113ram, NDVI (normaliz\u0113to ve\u0123et\u0101cijas diferenci\u0101lo indeksu) vai NDRE (normaliz\u0113to diferenci\u0101lo sarkano malu). \u0160ie indeksi pal\u012bdz identific\u0113t lauka zonas ar vesel\u012bgu ve\u0123et\u0101ciju, k\u0101 ar\u012b zonas, kur kult\u016braugi var\u0113tu b\u016bt pak\u013cauti stresam slim\u012bbu, kait\u0113k\u013cu vai bar\u012bbas vielu tr\u016bkuma d\u0113\u013c.<\/li>\r\n
        • Augsnes anal\u012bze:<\/strong> Augsnes datus, piem\u0113ram, augsnes mitruma saturu vai augsnes tekst\u016bru, var apkopot, izmantojot sensorus, kas \u0123ener\u0113 datu sl\u0101\u0146us. \u0160ie sl\u0101\u0146i var pal\u012bdz\u0113t identific\u0113t lauka zonas ar at\u0161\u0137ir\u012bg\u0101m augsnes \u012bpa\u0161\u012bb\u0101m, kas var inform\u0113t par l\u0113mumiem par m\u0113slo\u0161anu, ap\u016bde\u0146o\u0161anu un cit\u0101m augsnes apsaimnieko\u0161anas praks\u0113m.<\/li>\r\n
        • Vides anal\u012bze:<\/strong> Datu sl\u0101\u0146us, kas par\u0101da t\u0101dus vides faktorus k\u0101 temperat\u016bra, nokri\u0161\u0146i un v\u0113ja \u0101trums, var izmantot, lai model\u0113tu kult\u016braugu aug\u0161anu un prognoz\u0113tu ra\u017eu. \u0160ie sl\u0101\u0146i var ar\u012b pal\u012bdz\u0113t identific\u0113t lauka zonas, kas ir pak\u013cautas erozijai, pl\u016bdiem vai cit\u0101m vides probl\u0113m\u0101m.<\/li>\r\n
        • Main\u012bgas devas pielietojums:<\/strong> To var izmantot, lai \u0123ener\u0113tu recep\u0161u kartes main\u012bga daudzuma m\u0113slo\u0161anas l\u012bdzek\u013cu, piem\u0113ram, m\u0113slo\u0161anas l\u012bdzek\u013cu vai pestic\u012bdu, lieto\u0161anai. Pielietojot da\u017e\u0101das devas atbilsto\u0161i da\u017e\u0101du lauka plat\u012bbu vajadz\u012bb\u0101m, lauksaimnieki var samazin\u0101t atkritumus un optimiz\u0113t kult\u016braugu aug\u0161anu.<\/li>\r\n<\/ul>\r\n

          Kopum\u0101 rastra dati ir \u013coti svar\u012bgs instruments prec\u012bzaj\u0101 lauksaimniec\u012bb\u0101, jo tie sniedz detaliz\u0113tu inform\u0101ciju par kult\u016braugu un augsnes st\u0101vokli, ko var izmantot, lai pie\u0146emtu pamatot\u0101kus l\u0113mumus par kult\u016braugu apsaimnieko\u0161anu.<\/p>","protected":false},"excerpt":{"rendered":"

          Apgriezti rastra dati, kuru pamat\u0101 ir lauka robe\u017eas, izklaus\u0101s \u013coti vienk\u0101r\u0161i. Da\u017ei datu avoti ir rastri ar pikse\u013ciem un iz\u0161\u0137irtsp\u0113ju 3 m\/10 m\/30 m, citi \u2013 ir\u2026<\/p>","protected":false},"author":210157960,"featured_media":1352,"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":[1377,1366],"tags":[1618],"class_list":["post-286","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-crop-monitoring","category-topography","tag-crop-monitoring"],"acf":[],"yoast_head":"\nUse of Cropped Raster Data for Agribusiness - GeoPard<\/title>\n<meta name=\"description\" content=\"Cropped raster data based on field boundary sounds very simple. 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