{"id":4849,"date":"2022-06-03T08:02:15","date_gmt":"2022-06-03T06:02:15","guid":{"rendered":"https:\/\/geopard.tech\/?p=4849"},"modified":"2023-05-12T21:38:17","modified_gmt":"2023-05-12T19:38:17","slug":"lauksaimniecibas-kulturu-razas-datu-uzraudziba-un-aprekinasana-lauksaimnieciba","status":"publish","type":"post","link":"https:\/\/geopard.tech\/lv\/blog\/farm-crop-yield-data-monitoring-and-calculation-in-agriculture\/","title":{"rendered":"Lauksaimniec\u012bbas\/kult\u016bru ra\u017eas datu uzraudz\u012bba un apr\u0113\u0137in\u0101\u0161ana lauksaimniec\u012bb\u0101"},"content":{"rendered":"<p>Lauksaimniec\u012bb\u0101 ra\u017eas kart\u0113\u0161ana ir metode, kas izmanto GPS datus, lai nov\u0113rt\u0113tu faktorus, tostarp saimniec\u012bbas\/kult\u016braugu ra\u017eu un mitruma l\u012bmeni konkr\u0113t\u0101 lauk\u0101. To var saukt ar\u012b par ra\u017eas monitoringu.<\/p>\r\n<p>Tas tika izveidots 20.\u00a0gs. devi\u0146desmitajos gados un izmantoja GPS un taust\u0101mu sensoru, piem\u0113ram, spidometru, kombin\u0101ciju, lai vienlaikus uzraudz\u012btu saimniec\u012bbas ra\u017eu, graudu elevatora veiktsp\u0113ju un kombaina \u0101trumu.<\/p>\r\n<p>Tikm\u0113r ra\u017eas monitori ir b\u016btiska daudzu da\u017e\u0101du vietai specifisku apsaimnieko\u0161anas strat\u0113\u0123iju sast\u0101vda\u013ca. Ra\u017eas kartes, kas paz\u012bstamas ar\u012b k\u0101 ra\u017eas monitoru vizu\u0101lie un anal\u012btiskie rezult\u0101ti, iedvesmo inovat\u012bvus p\u0113t\u012bjumus un var sniegt uzticamas atbildes uz pareizi veiktiem eksperimentiem saimniec\u012bb\u0101.<\/p>\r\n<p>Ra\u017eas monitori (paz\u012bstami ar\u012b k\u0101 ra\u017eas m\u0113r\u012bt\u0101ji) m\u0113ra sara\u017eot\u0101s ra\u017eas daudzumu. Ra\u017eas kar\u0161u sniegt\u0101 atgriezenisk\u0101 saite \u013cauj noteikt kontrol\u0113tu resursu, piem\u0113ram, m\u0113slojuma un ka\u013c\u0137a, s\u0113klu un pestic\u012bdu, k\u0101 ar\u012b m\u0101ksliniecisku meto\u017eu, piem\u0113ram, augsnes apstr\u0101des, ap\u016bde\u0146o\u0161anas un dren\u0101\u017eas, ietekmi.<\/p>\r\n<p>Ra\u017eas monitors ir visefekt\u012bv\u0101kais, ja to lieto kop\u0101 ar kombainu, kas ar\u012b ir apr\u012bkots ar diferenci\u0101li kori\u0123\u0113tu glob\u0101l\u0101s pozicion\u0113\u0161anas sist\u0113mas (DGPS) uztv\u0113r\u0113ju.<\/p>\r\n<p>Ra\u017eas monitora datu sist\u0113ma vienlaikus re\u0123istr\u0113 ra\u017eas, graudu mitruma un atra\u0161an\u0101s vietas datus. Tie ir pamata kult\u016braugu ra\u017eas dati, kas nepiecie\u0161ami ra\u017eas kar\u0161u izveidei.<\/p>\r\n<p>Ra\u017eas kart\u0113 b\u016bs iek\u013cautas da\u017e\u0101das kr\u0101sas un to\u0146i, un katrs no tiem atspogu\u013cos da\u017e\u0101du produktivit\u0101tes vai kult\u016braugu ra\u017eo\u0161anas diapazonu. Ra\u017eas kartes pal\u012bdz ieg\u016bt lab\u0101ku izpratni par ra\u017eas main\u012bguma lielumu un poz\u012bciju lauk\u0101.<\/p>\r\n<p>J\u0101izp\u0113ta augsnes \u012bpa\u0161\u012bbas un citi lauka aspekti, jo past\u0101v main\u012bguma mode\u013ci. \u201cRa\u017eas kartes apstiprina atmi\u0146as, kas jums vajadz\u0113ja b\u016bt\u201d ir fr\u0101ze, kas ir atk\u0101rtota vair\u0101kas reizes.<\/p>\r\n<h2>Kas ir ra\u017ea lauksaimniec\u012bb\u0101?<\/h2>\r\n<p>S\u0113klu vai graudu daudzumu, ko var nov\u0101kt no konkr\u0113tas zemes plat\u012bbas, sauc par ra\u017eu. Visizplat\u012bt\u0101k\u0101s m\u0113rvien\u012bbas t\u0101s noteik\u0161anai ir kilogrami uz hekt\u0101ru vai bu\u0161e\u013ci uz akru.<\/p>\r\n<p>Izmantojot t\u0101du r\u0101d\u012bt\u0101ju k\u0101 vid\u0113j\u0101 saimniec\u012bbas ra\u017ea uz akru, var p\u0101rbaud\u012bt lauksaimnieka lauksaimniecisko ra\u017eo\u0161anu noteikt\u0101 lauk\u0101 noteikt\u0101 laika period\u0101.<\/p>\r\n<p>T\u0101 k\u0101 tas atspogu\u013co visu agr\u0101ro darbinieku ieguld\u012bto darbu un resursu rezult\u0101tu augu audz\u0113\u0161an\u0101 savos laukos, to uzskata par, iesp\u0113jams, vissvar\u012bg\u0101ko katra lauksaimnieka kompetences r\u0101d\u012bt\u0101ju.<\/p>\r\n<p>Past\u0101v\u012bgu un redzamu nov\u0101kt\u0101s ra\u017eas uzskaiti var nodro\u0161in\u0101t, izmantojot ra\u017eas kartes. No otras puses, ra\u017eas main\u012bgums viena gada laik\u0101 nesniedz pietiekamu inform\u0101ciju, lai noteiktu ilgtermi\u0146a produktivit\u0101tes mode\u013cus.<\/p>\r\n<p>Anal\u012bzes proces\u0101 j\u0101\u0146em v\u0113r\u0101 t\u0101di main\u012bgie lielumi k\u0101 augsnes augl\u012bba, nokri\u0161\u0146u daudzums un nez\u0101\u013cu spiediens.<\/p>\r\n<p>P\u0101rliecinieties, ka neapstr\u0101d\u0101tie kult\u016braugu ra\u017eas dati, kas izmantoti kar\u0161u izveidei, ir saglab\u0101ti vismaz div\u0101s da\u017e\u0101d\u0101s dro\u0161\u0101s viet\u0101s.<\/p>\r\n<p>Lai gan iepriek\u0161 esat izveidojis karti, s\u0101kotn\u0113jie dati var b\u016bt nepiecie\u0161ami v\u0113lreiz, ievie\u0161ot jaunu p\u0101rvald\u012bbas un l\u0113mumu pie\u0146em\u0161anas programmat\u016bru vai atjauninot datorsist\u0113mas.<\/p>\r\n<p>T\u0101 k\u0101 k\u013c\u016bs pieejami arvien vair\u0101k gadu dati, b\u016bs liel\u0101ka p\u0101rliec\u012bba par main\u012bgumu rado\u0161o faktoru izpratni, un v\u0113sturisko datu v\u0113rt\u012bba strauji pieaugs.<\/p>\r\n<p>Ilgtermi\u0146a ra\u017eo\u0161anas uzskaites izp\u0113te var pal\u012bdz\u0113t nov\u0113rt\u0113t augsnes produktivit\u0101ti un dz\u012bvotsp\u0113ju, k\u0101 ar\u012b kult\u016braugu audz\u0113\u0161an\u0101 izmantoto kultiv\u0113\u0161anas meto\u017eu piem\u0113rot\u012bbu.<\/p>\r\n<p>Pat ja augsnes tipu vai augsnes \u012bpa\u0161\u012bbu at\u0161\u0137ir\u012bbas bie\u017ei vien ir ra\u017eas at\u0161\u0137ir\u012bbu c\u0113lonis lauk\u0101, laika apst\u0101k\u013ci parasti b\u016btiski ietekm\u0113 main\u012bgumu.<\/p>\r\n<p>Pirmie tr\u012bs l\u012bdz pieci ra\u017eas datu v\u0101k\u0161anas gadi j\u0101uzskata par ierobe\u017eotas noz\u012bmes periodu, jo neb\u016bs apkopots pietiekami daudz inform\u0101cijas, lai \u0146emtu v\u0113r\u0101 laikapst\u0101k\u013cu izrais\u012bto ra\u017eas main\u012bgumu.<\/p>\r\n<h2>K\u0101 lauksaimniec\u012bb\u0101 tiek apr\u0113\u0137in\u0101ta saimniec\u012bbas\/kult\u016braugu ra\u017ea?<\/h2>\r\n<p>Parasti lauksaimnieki pirms ra\u017eas nov\u0113rt\u0113\u0161anas saskaita, cik daudz konkr\u0113tas ra\u017eas ir nov\u0101kts noteikt\u0101 plat\u012bb\u0101. P\u0113c tam nov\u0101ktajai ra\u017eai tiek pie\u0161\u0137irts svars, un no \u0161\u012b parauga tiek prognoz\u0113ta visas saimniec\u012bbas ra\u017ea.<\/p>\r\n<p>Pie\u0146emsim, ka kvie\u0161u audz\u0113t\u0101js uz vienu kvadr\u0101tp\u0113du iek\u013cuva 30 graudu galvi\u0146\u0101s, un katr\u0101 galvi\u0146\u0101 bija 24 s\u0113klas. Ja vi\u0146i pie\u0146emtu, ka 1000 graudu svars ir 35 grami, tad ra\u017ea, kas apr\u0113\u0137in\u0101ta, izmantojot vienk\u0101r\u0161o metodi, b\u016btu 30 reizes 24 reizes 35 reizes 0,04356, kas ir vien\u0101ds ar 1097 kilogramiem uz akru.<\/p>\r\n<p>Atkal atcerieties, ka \u0161is apr\u0113\u0137ins ir balst\u012bts uz pie\u0146\u0113mumu, ka 1000 graudu svars ir 35 grami. Turkl\u0101t, t\u0101 k\u0101 viens kvie\u0161u bu\u0161elis sver 27,215 kilogramus, m\u0113s apr\u0113\u0137in\u0101j\u0101m, ka paredzam\u0101 ra\u017ea b\u016bs 40 bu\u0161eli uz akru (1097 dal\u012bts ar 27,215).<\/p>\r\n<p>Termins \u201cra\u017ea\u201d var attiekties ar\u012b uz auga sara\u017eoto s\u0113klu skaitu. Piem\u0113ram, ja no viena kvie\u0161u grauda ieg\u016btu v\u0113l tr\u012bs kvie\u0161u graudus, ra\u017ea b\u016btu 1:3. Termins \u201clauksaimniecisk\u0101 ra\u017eo\u0161ana\u201d da\u017ek\u0101rt tiek lietots ar\u012b k\u0101 sinon\u012bms terminam \u201csaimniec\u012bbas\/ra\u017eas ra\u017ea\u201d.\u201d<\/p>\r\n<p>Piez\u012bme: Glob\u0101laj\u0101 ekonomik\u0101 \u0161ie dati ir b\u016btiski, lai noteiktu, vai audz\u0113t\u0101s kult\u016bras nodro\u0161in\u0101s pietiekamu p\u0101rtikas daudzumu valsts p\u0101rtikas apg\u0101dei, dz\u012bvnieku bar\u012bbai un ener\u0123ijas avotiem.<\/p>\r\n<h2>Saimniec\u012bbas\/kult\u016braugu ra\u017eas datu funkcijas<\/h2>\r\n<p>\u0160eit m\u0113s apsprie\u017eam da\u017eas no svar\u012bg\u0101kaj\u0101m lauksaimniec\u012bbas ra\u017eas datu iez\u012bm\u0113m.<\/p>\r\n<p><strong>Visaptvero\u0161\u0101kas anal\u012bzes<\/strong><\/p>\r\n<p>Lai veiktu daudzsl\u0101\u0146u anal\u012bzi, vispirms ir j\u0101apkopo vair\u0101ki datu sl\u0101\u0146i vien\u0101 kart\u0113 un p\u0113c tam j\u0101mekl\u0113 saiknes starp da\u017e\u0101diem datu sl\u0101\u0146iem.<\/p>\r\n<p>Izmantojot no satel\u012btatt\u0113liem ieg\u016btos ve\u0123et\u0101cijas indeksus, vajadz\u0113tu b\u016bt iesp\u0113jai izveidot kombin\u0113tas produktivit\u0101tes zonas, <a href=\"https:\/\/geopard.tech\/lv\/topografija\/\">topogr\u0101fija<\/a>, un datus no iek\u0101rt\u0101m, tostarp ra\u017eu, elektrisk\u0101s \u012bpa\u0161\u012bbas, mitruma l\u012bmeni un citus, k\u0101 ar\u012b agro\u0137\u012bmisk\u0101s anal\u012bzes rezult\u0101tus un <a href=\"https:\/\/geopard.tech\/lv\/3d-kartes\/\">3D kartes<\/a>.<\/p>\r\n<p><strong>Autom\u0101tiska vizualiz\u0101cija<\/strong><\/p>\r\n<p>Lai lab\u0101k izprastu lauka main\u012bgumu un att\u012bst\u012bbu <a href=\"https:\/\/geopard.tech\/lv\/parvaldibas-zonu-vra-kartes\/\">vad\u012bbas zonas<\/a>, neapstr\u0101d\u0101ts <a href=\"https:\/\/geopard.tech\/lv\/razas-dati\/\">ra\u017eas dati<\/a> vajadz\u0113ja p\u0101rveidot par vienm\u0113r\u012bgi sadal\u012btu gradienta att\u0113lu.<\/p>\r\n<p>Katru ra\u017eas faila raksturlielumu var apskat\u012bt grafisk\u0101 veid\u0101, tostarp mitrumu, ra\u017eas masu, ra\u017eas tilpumu (mitru un sausu), piespied\u0113jsp\u0113ku, degvielas pat\u0113ri\u0146u utt.<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"4852\" data-permalink=\"https:\/\/geopard.tech\/lv\/blog\/farm-crop-yield-data-monitoring-and-calculation-in-agriculture\/59-2-min\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/59.2-min.jpg?fit=1200%2C650&amp;ssl=1\" data-orig-size=\"1200,650\" data-comments-opened=\"1\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;&quot;,&quot;orientation&quot;:&quot;0&quot;}\" data-image-title=\"Yield Monitor Data in Agriculture\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/59.2-min.jpg?fit=1024%2C555&amp;ssl=1\" class=\"alignnone wp-image-4852 size-large\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/59.2-min.jpg?resize=810%2C439&#038;ssl=1\" alt=\"K\u0101 lauksaimniec\u012bb\u0101 tiek apr\u0113\u0137in\u0101ta saimniec\u012bbas un kult\u016braugu ra\u017ea?\" width=\"810\" height=\"439\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/59.2-min.jpg?resize=1024%2C555&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/59.2-min.jpg?resize=300%2C163&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/59.2-min.jpg?resize=768%2C416&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2022\/06\/59.2-min.jpg?w=1200&amp;ssl=1 1200w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/><\/p>\r\n<p><strong>Neapstr\u0101d\u0101tu datu labo\u0161ana<\/strong><\/p>\r\n<p>Unik\u0101ls punkts lauk\u0101 var tikt izl\u012bdzin\u0101ts (piem\u0113ram, str\u0101d\u0101jot pa da\u013cu no kombin\u0113t\u0101s hedera, kas ir maz\u0101ka par visu t\u0101 platumu). Jums vajadz\u0113tu b\u016bt iesp\u0113jai piel\u0101got izol\u0113tas zonas un daudzst\u016brus, vienlaikus \u0123ener\u0113jot saimniec\u012bbas ra\u017eas datus, pamatojoties uz zon\u0101m.<\/p>\r\n<p><strong>Recep\u0161u kar\u0161u izveide<\/strong><\/p>\r\n<p>Recep\u0161u kart\u0113s ir nor\u0101d\u012btas ievades devas konkr\u0113t\u0101m lauka zon\u0101m. \u0160\u012bs kartes tiek ieg\u016btas, izmantojot da\u017e\u0101dus telpiskos datus, piem\u0113ram, augsnes bar\u012bbas vielu koncentr\u0101ciju un v\u0113sturisko ra\u017eu.<\/p>\r\n<p><strong>Nosl\u0113guma piez\u012bmes<\/strong><\/p>\r\n<p>Ra\u017eas main\u012bgumu ir iesp\u0113jams ilustr\u0113t tikai ar ra\u017eas kar\u0161u pal\u012bdz\u012bbu. To precizit\u0101te ir tikpat laba, cik dati, kas izmantoti to izveido\u0161an\u0101. Lai apkopotu ticamus datus, monitoru iestat\u012bjumiem j\u0101b\u016bt pareizi konfigur\u0113tiem un bie\u017ei p\u0101rskat\u012btiem.<\/p>\r\n<p>Lai izprastu faktorus, kas veicina main\u012bgumu, j\u0101izmanto kult\u016braugu ra\u017eas dati no kart\u0113m, k\u0101 ar\u012b dati no augsnes testiem., <a href=\"https:\/\/geopard.tech\/lv\/izlukosana\/\">izl\u016bko\u0161ana<\/a> J\u0101izmanto piez\u012bmes un citi nov\u0113rojumi.<\/p>\r\n<p>Lauksaimnieki ir apg\u0101d\u0101ti ar nepiecie\u0161amo inform\u0101ciju, lai pie\u0146emtu lab\u0101kus p\u0101rvald\u012bbas l\u0113mumus, kam ir pozit\u012bva ietekme uz vidi un kas palielina ra\u017eo\u0161anu un rentabilit\u0101ti. \u0160\u012bs zin\u0101\u0161anas var ieg\u016bt, izmantojot konkr\u0113tai vietai piel\u0101gotu kult\u016braugu apsaimnieko\u0161anu.<\/p>\r\n<p><div class=\"jetpack-video-wrapper\"><span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" width=\"640\" height=\"360\" src=\"https:\/\/www.youtube.com\/embed\/4iYPLqlLJIw?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=lv&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span><\/div><\/p>\r\n<!-- \/wp:post-content -->","protected":false},"excerpt":{"rendered":"<p>Lauksaimniec\u012bb\u0101 ra\u017eas kart\u0113\u0161ana ir metode, kas izmanto GPS datus, lai nov\u0113rt\u0113tu faktorus, tostarp saimniec\u012bbas\/kult\u016braugu ra\u017eu un mitruma l\u012bmeni konkr\u0113t\u0101 lauk\u0101. T\u0101\u2026<\/p>","protected":false},"author":210157960,"featured_media":4851,"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,"_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],"tags":[1618],"class_list":["post-4849","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-whats","category-crop-monitoring","tag-crop-monitoring"],"acf":[],"yoast_head":"<!-- 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