{"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":"ukiu-paseliu-derliaus-duomenu-stebesena-ir-skaiciavimas-zemes-ukyje","status":"publish","type":"post","link":"https:\/\/geopard.tech\/lt\/blog\/farm-crop-yield-data-monitoring-and-calculation-in-agriculture\/","title":{"rendered":"\u016aki\u0173 ir (arba) pas\u0117li\u0173 derliaus duomen\u0173 steb\u0117jimas ir skai\u010diavimas \u017eem\u0117s \u016bkyje"},"content":{"rendered":"<p>\u017dem\u0117s \u016bkyje derliaus \u017eem\u0117lapi\u0173 sudarymas yra metodas, kai GPS duomenys naudojami vertinant veiksnius, \u012fskaitant \u016bkio \/ pas\u0117li\u0173 derli\u0173 ir dr\u0117gm\u0117s lyg\u012f konkre\u010diame lauke. Jis taip pat gali b\u016bti vadinamas derliaus steb\u0117sena.<\/p>\r\n<p>Jis buvo sukurtas 1990-aisiais ir naudojo GPS bei ap\u010diuopiam\u0173 jutikli\u0173, toki\u0173 kaip spidometrai, derin\u012f, kad vienu metu b\u016bt\u0173 galima steb\u0117ti \u016bkio derli\u0173, gr\u016bd\u0173 elevatoriaus na\u0161um\u0105 ir kombaino greit\u012f.<\/p>\r\n<p>Tuo tarpu derliaus monitoriai yra gyvybi\u0161kai svarbi daugelio skirting\u0173 konkre\u010dioms vietov\u0117ms skirt\u0173 valdymo strategij\u0173 sudedamoji dalis. Derliaus \u017eem\u0117lapiai, dar vadinami derliaus monitori\u0173 vizualiniais ir analitiniais rezultatais, \u012fkvepia novatori\u0161kus tyrimus ir gali suteikti patikimus atsakymus \u012f tinkamai atliktus \u016bkyje atliktus eksperimentus.<\/p>\r\n<p>Derliaus matuokliai (dar vadinami derliaus matuokliais) matuoja u\u017eauginto derliaus kiek\u012f. Derliaus \u017eem\u0117lapi\u0173 pateiktas gr\u012f\u017etamasis ry\u0161ys leid\u017eia nustatyti kontroliuojam\u0173 s\u0105naud\u0173, toki\u0173 kaip tr\u0105\u0161os ir kalk\u0117s, s\u0117klos ir pesticidai, bei menini\u0173 metod\u0173, toki\u0173 kaip \u017eem\u0117s dirbimas, dr\u0117kinimas ir drena\u017eas, poveik\u012f.<\/p>\r\n<p>Derliaus steb\u0117jimo \u012frenginys efektyviausias, kai naudojamas kartu su kombainu, kuriame taip pat sumontuotas diferencialiniu b\u016bdu koreguojamas pasaulin\u0117s pad\u0117ties nustatymo sistemos (DGPS) imtuvas.<\/p>\r\n<p>Derliaus steb\u0117jimo duomen\u0173 sistema vienu metu registruoja derliaus, gr\u016bd\u0173 dr\u0117gm\u0117s ir pad\u0117ties duomenis. Tai yra pagrindiniai pas\u0117li\u0173 derliaus duomenys, reikalingi derliaus \u017eem\u0117lapiams sudaryti.<\/p>\r\n<p>Derlingumo \u017eem\u0117lapyje bus \u012fvairi\u0173 spalv\u0173 ir atspalvi\u0173, ir kiekvienas i\u0161 j\u0173 atspind\u0117s \u012fvair\u0173 produktyvumo ar pas\u0117li\u0173 gamybos diapazon\u0105. Derlingumo \u017eem\u0117lapiai padeda geriau suprasti derlingumo kintamumo dyd\u012f ir viet\u0105 lauke.<\/p>\r\n<p>Reik\u0117t\u0173 i\u0161tirti dirvo\u017eemio savybes ir kitus lauko aspektus, nes yra kintamumo d\u0117sningum\u0173. \u201cDerliaus \u017eem\u0117lapiai patvirtina prisiminimus, kuriuos tur\u0117jote tur\u0117ti\u201d \u2013 tai fraz\u0117, kuri jau buvo pakartota kelis kartus.<\/p>\r\n<h2>Kas yra derlius \u017eem\u0117s \u016bkyje?<\/h2>\r\n<p>S\u0117kl\u0173 arba gr\u016bd\u0173 kiekis, kur\u012f galima nuimti i\u0161 konkretaus \u017eem\u0117s ploto, vadinamas derliumi. Da\u017eniausiai naudojami jo matavimo vienetai yra kilogramai hektarui arba bu\u0161eliai akrui.<\/p>\r\n<p>Naudojant tok\u012f rodikl\u012f kaip vidutinis \u016bkio derlius i\u0161 akro, galima i\u0161tirti \u016bkininko \u017eem\u0117s \u016bkio produkcij\u0105 konkre\u010diame lauke per tam tikr\u0105 laikotarp\u012f.<\/p>\r\n<p>Kadangi tai atspindi vis\u0105 agrarinink\u0173 darbo ir i\u0161tekli\u0173, skirt\u0173 augal\u0173 auginimui savo laukuose, rezultat\u0105, jis laikomas bene svarbiausiu kiekvieno \u016bkininko kompetencijos matu.<\/p>\r\n<p>Nuolatin\u012f ir matom\u0105 nuimto derliaus \u012fra\u0161\u0105 galima gauti naudojant derliaus \u017eem\u0117lapius. Kita vertus, vieneri\u0173 met\u0173 derliaus kintamumas nesuteikia pakankamai informacijos, kad b\u016bt\u0173 galima nustatyti ilgalaikius produktyvumo modelius.<\/p>\r\n<p>Analiz\u0117s metu b\u016btina atsi\u017evelgti \u012f tokius kintamuosius kaip dirvo\u017eemio derlingumas, krituli\u0173 kiekis ir pikt\u017eoli\u0173 sl\u0117gis.<\/p>\r\n<p>\u012esitikinkite, kad neapdorotus pas\u0117li\u0173 derliaus duomenis, naudojamus \u017eem\u0117lapiams kurti, i\u0161saugote bent dviejose skirtingose saugiose vietose.<\/p>\r\n<p>Nors anks\u010diau suk\u016br\u0117te \u017eem\u0117lap\u012f, diegiant nauj\u0105 valdymo ir sprendim\u0173 pri\u0117mimo programin\u0119 \u012frang\u0105 arba atnaujinant kompiuterines sistemas, jums gali v\u0117l prireikti originali\u0173 duomen\u0173.<\/p>\r\n<p>Kadangi bus prieinami daugiau met\u0173 duomenys, bus labiau pasitikima kintamum\u0105 lemian\u010diais veiksniais, o istorini\u0173 duomen\u0173 vert\u0117 smarkiai i\u0161augs.<\/p>\r\n<p>Ilgalaiki\u0173 gamybos \u012fra\u0161\u0173 tyrimas gali pad\u0117ti \u012fvertinti dirvo\u017eemio produktyvum\u0105 ir gyvybingum\u0105 bei taikom\u0173 kult\u016brini\u0173 metod\u0173 tinkamum\u0105 augalui auginti.<\/p>\r\n<p>Nors dirvo\u017eemio tip\u0173 ar savybi\u0173 skirtumai da\u017enai lemia derliaus skirtumus lauke, oro s\u0105lygos paprastai daro didel\u0119 \u012ftak\u0105 kintamumui.<\/p>\r\n<p>Pirmieji treji\u2013penkeri derliaus duomen\u0173 rinkimo metai tur\u0117t\u0173 b\u016bti laikomi ribotos reik\u0161m\u0117s, nes nebus surinkta pakankamai informacijos, kad b\u016bt\u0173 galima atsi\u017evelgti \u012f oro s\u0105lyg\u0173 sukelt\u0105 derliaus kintamum\u0105.<\/p>\r\n<h2>Kaip \u017eem\u0117s \u016bkyje apskai\u010diuojamas \u016bkio \/ pas\u0117li\u0173 derlius?<\/h2>\r\n<p>Paprastai \u016bkininkai, prie\u0161 \u012fvertindami pas\u0117li\u0173 derli\u0173, suskai\u010diuot\u0173, kiek konkretaus derliaus buvo nuimta i\u0161 konkretaus ploto. Po to surinktam derliui suteikiamas svoris, o i\u0161 \u0161io imties prognozuojamas viso \u016bkio pas\u0117li\u0173 derlius.<\/p>\r\n<p>Tarkime, kad kvie\u010di\u0173 augintojas u\u017efiksavo 30 gr\u016bd\u0173 g\u016b\u017ees vienoje kvadratin\u0117je p\u0117doje, o kiekvienoje g\u016b\u017e\u0117je buvo 24 s\u0117klos. Jei jie daryt\u0173 prielaid\u0105, kad 1000 gr\u016bd\u0173 sveria 35 gramus, tai derlius, apskai\u010diuotas naudojant paprast\u0105j\u012f metod\u0105, b\u016bt\u0173 30 kart\u0173 24 kartus 35 kartus 0,04356, tai yra 1097 kilogramai i\u0161 akro.<\/p>\r\n<p>Dar kart\u0105 atminkite, kad \u0161is \u012fvertinimas pagr\u012fstas prielaida, jog 1000 gr\u016bd\u0173 svoris yra 35 gramai. Be to, kadangi vienas kvie\u010di\u0173 bu\u0161elis sveria 27,215 kilogramo, apskai\u010diavome, kad tik\u0117tinas derlius b\u016bt\u0173 40 bu\u0161eli\u0173 i\u0161 akro (1097 padalinta i\u0161 27,215).<\/p>\r\n<p>Terminas \u201cpas\u0117li\u0173 derlius\u201d taip pat gali reik\u0161ti augalo i\u0161auginam\u0173 s\u0117kl\u0173 skai\u010di\u0173. Pavyzd\u017eiui, jei i\u0161 vieno kvie\u010dio gr\u016bdo i\u0161aug\u0117t\u0173 trys kiti kvie\u010dio gr\u016bdai, derlius b\u016bt\u0173 1:3. \u201c\u017dem\u0117s \u016bkio produkcija\u201d taip pat kartais vartojama kaip \u201c\u016bkio \/ pas\u0117li\u0173 derlius\u201d.\u201d<\/p>\r\n<p>Pastaba: pasaulin\u0117je ekonomikoje \u0161ie duomenys yra b\u016btini norint nustatyti, ar auginami pas\u0117liai pakankamai apr\u016bpins valstyb\u0119 maistu, pa\u0161arais gyv\u016bnams ir energijos \u0161altiniais.<\/p>\r\n<h2>\u016akio \/ pas\u0117li\u0173 derliaus duomen\u0173 funkcijos<\/h2>\r\n<p>\u010cia aptarsime kai kuriuos svarbius \u016bki\u0173 derliaus duomen\u0173 elementus.<\/p>\r\n<p><strong>I\u0161samesn\u0117s analiz\u0117s<\/strong><\/p>\r\n<p>Norint atlikti daugiasluoksn\u0119 analiz\u0119, pirmiausia reikia surinkti daugyb\u0119 duomen\u0173 sluoksni\u0173 \u012f vien\u0105 \u017eem\u0117lap\u012f ir tada ie\u0161koti ry\u0161i\u0173 tarp \u012fvairi\u0173 duomen\u0173 sluoksni\u0173.<\/p>\r\n<p>Tur\u0117t\u0173 b\u016bti \u012fmanoma sukurti bendras produktyvumo zonas naudojant i\u0161 palydovini\u0173 vaizd\u0173 gautus vegetacijos indeksus, <a href=\"https:\/\/geopard.tech\/lt\/topografija\/\">topografija<\/a>, ir \u012frangos duomenis, \u012fskaitant derli\u0173, elektrines savybes, dr\u0117gm\u0117s lyg\u012f ir kt., taip pat agrochemin\u0117s analiz\u0117s rezultatus ir <a href=\"https:\/\/geopard.tech\/lt\/3d-zemelapiai\/\">3D \u017eem\u0117lapiai<\/a>.<\/p>\r\n<p><strong>Automatinis vizualizavimas<\/strong><\/p>\r\n<p>Siekiant geriau suprasti srities kintamum\u0105 ir vystym\u0105si <a href=\"https:\/\/geopard.tech\/lt\/valdymo-zonu-vra-zemelapiai\/\">valdymo zonos<\/a>, \u017ealiava <a href=\"https:\/\/geopard.tech\/lt\/derliaus-duomenys\/\">pas\u0117li\u0173 derliaus duomenys<\/a> tur\u0117jo b\u016bti transformuotas \u012f tolygiai paskirstyt\u0105 gradientin\u012f paveiksl\u0117l\u012f.<\/p>\r\n<p>Kiekvien\u0105 i\u0161 derliaus failo charakteristik\u0173 galima matyti grafine forma, \u012fskaitant dr\u0117gm\u0119, derliaus mas\u0119, derliaus t\u016br\u012f (\u0161lapi\u0105 ir saus\u0105), prispaudimo j\u0117g\u0105, degal\u0173 s\u0105naudas ir kt.<\/p>\r\n<p><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"4852\" data-permalink=\"https:\/\/geopard.tech\/lt\/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=\"Kaip \u017eem\u0117s \u016bkyje apskai\u010diuojamas \u016bkio ir pas\u0117li\u0173 derlius?\" 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>Neapdorot\u0173 duomen\u0173 taisymas<\/strong><\/p>\r\n<p>Unikalus lauko ta\u0161kas gali b\u016bti i\u0161lygintas (pavyzd\u017eiui, apdorojant kombinuotos pjaunamosios dal\u012f, kuri yra ma\u017eesn\u0117 u\u017e vis\u0105 jos plot\u012f). Tur\u0117tum\u0117te gal\u0117ti koreguoti izoliuotas zonas ir poligonus, tuo pa\u010diu metu rengdami \u016bkio derliaus duomenis pagal zonas.<\/p>\r\n<p><strong>Receptini\u0173 \u017eem\u0117lapi\u0173 sudarymas<\/strong><\/p>\r\n<p>Receptiniuose \u017eem\u0117lapiuose pateikiamos \u012fvesties normos konkre\u010dioms lauko zonoms. \u0160ie \u017eem\u0117lapiai sudaromi naudojant \u012fvairius erdvinius duomenis, pvz., dirvo\u017eemio maistini\u0173 med\u017eiag\u0173 koncentracijas ir istorin\u012f derli\u0173.<\/p>\r\n<p><strong>Baigiamosios pastabos<\/strong><\/p>\r\n<p>Derliaus kintamum\u0105 galima iliustruoti tik derliaus \u017eem\u0117lapiais. J\u0173 tikslumas priklauso nuo duomen\u0173, naudojam\u0173 jiems sukurti. Norint rinkti patikimus duomenis, monitori\u0173 nustatymai turi b\u016bti tinkamai sukonfig\u016bruoti ir da\u017enai per\u017ei\u016brimi.<\/p>\r\n<p>Norint suprasti veiksnius, daran\u010dius \u012ftak\u0105 kintamumui, reikia naudoti \u017eem\u0117lapi\u0173 ir dirvo\u017eemio tyrim\u0173 duomenis., <a href=\"https:\/\/geopard.tech\/lt\/skautavimas\/\">skautavimas<\/a> Reik\u0117t\u0173 naudoti u\u017era\u0161us ir kitus pasteb\u0117jimus.<\/p>\r\n<p>\u016akininkai turi informacijos, reikalingos priimti geresnius valdymo sprendimus, kurie daro teigiam\u0105 poveik\u012f aplinkai ir padidina gamyb\u0105 bei pelningum\u0105. \u0160i\u0173 \u017eini\u0173 galima \u012fgyti taikant konkre\u010diai vietai pritaikyt\u0105 pas\u0117li\u0173 valdym\u0105.<\/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=lt-LT&#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>\u017dem\u0117s \u016bkyje derliaus \u017eem\u0117lapi\u0173 sudarymas yra metodas, kai GPS duomenys naudojami veiksniams, \u012fskaitant \u016bkio \/ pas\u0117li\u0173 derli\u0173 ir dr\u0117gm\u0117s lyg\u012f konkre\u010diame lauke, \u012fvertinti. Jis\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,"_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":[1380,1377],"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":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What Is Crop Yield Data? \ud83e\udd51<\/title>\n<meta name=\"description\" content=\"In agriculture, yield mapping is a method that uses GPS data to assess factors, like farm\/crop yield and moisture levels in a field. \ud83d\udcca\" \/>\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\/ukiu-paseliu-derliaus-duomenu-stebesena-ir-skaiciavimas-zemes-ukyje\/\" \/>\n<meta property=\"og:locale\" content=\"lt_LT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"What Is Crop Yield Data? \ud83e\udd51\" \/>\n<meta property=\"og:description\" content=\"In agriculture, yield mapping is a method that uses GPS data to assess factors, like farm\/crop yield and moisture levels in a field. 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