{"id":322,"date":"2021-02-04T18:39:00","date_gmt":"2021-02-04T17:39:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=322"},"modified":"2023-05-29T15:09:25","modified_gmt":"2023-05-29T13:09:25","slug":"7b27v4yf41-saagikuse-andmed-ja-analuus-geopardis","status":"publish","type":"post","link":"https:\/\/geopard.tech\/est\/blog\/7b27v4yf41-yield-data-and-analytics-in-geopard\/","title":{"rendered":"Saagikuse andmed ja anal\u00fc\u00fcs GeoPardis"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Selles artiklis:<\/p>\r\n\r\n\r\n\r\n<ul class=\"wp-block-list\">\r\n<li>Saagikuse anal\u00fc\u00fcsi kasutamine t\u00e4ppisp\u00f5llumajanduses<\/li>\r\n<li>P\u00f5hjalik saagikuse andmete anal\u00fc\u00fcs GeoPard Agriculture&#039;is\u00a0<\/li>\r\n<li>Iga atribuudi visualiseerimine Yield-failides<\/li>\r\n<li>Toorandmete korrigeerimine\u00a0<\/li>\r\n<li>5 praktilist n\u00e4idet saagikaartide kasutamisest<\/li>\r\n<\/ul>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large is-resized\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"324\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/7b27v4yf41-yield-data-and-analytics-in-geopard\/2021-02-03__181226\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?fit=1680%2C964&amp;ssl=1\" data-orig-size=\"1680,964\" 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=\"Raw and cleaned yield data in GeoPard\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?fit=1024%2C588&amp;ssl=1\" class=\"alignnone wp-image-324\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?resize=810%2C465&#038;ssl=1\" alt=\"Toores ja puhastatud saagikuse andmed GeoPardis\" width=\"810\" height=\"465\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?resize=1024%2C588&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?resize=300%2C172&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?resize=768%2C441&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?resize=1536%2C881&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?resize=1200%2C689&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?w=1680&amp;ssl=1 1680w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-03__181226.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/>\r\n<figcaption><em>Toores ja puhastatud saagikuse andmed GeoPardis<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Andmed tootluse kohta\u00a0<\/strong>v\u00f5imaldab teil teha teadlikumaid otsuseid ja parandada kasvavat efektiivsust.<br \/>Mitme aasta saagikuse andmete p\u00f5hjal loodud p\u00f5llumajandustsoonid sobivad potentsiaalse saagikuse ja mulla toitainete varieeruvuse esialgseks hindamiseks, et teha edasisi p\u00f5llukultuuride majandamise otsuseid.<\/p>\r\n<p>Saagikuse andmete anal\u00fc\u00fcsi saab teisendada muutuva k\u00fclvinormi kaardile ja kasutada n\u00e4iteks v\u00e4etiste lisamiseks. Selle kalibreerimine on teine teema, mida peaksite kaaluma, k\u00e4sitleme seda eraldi ajaveebipostituses.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>GeoPardi t\u00e4iustatud anal\u00fc\u00fctika\u00a0<\/strong>on see, et saate teha mitmekihilist anal\u00fc\u00fcsi, \u00fchendades mitu andmekihti \u00fcheks kaardile ja otsides andmekihtide vahelisi seoseid.\u00a0<\/p>\r\n<p>Kombineeritud tootlikkustsoone saab genereerida satelliidipiltidelt saadud taimkatteindeksite, topograafia, masinate andmete (nt saagikus, elektrijuhtivus, mulla niiskus ja muu) ning agrokeemilise anal\u00fc\u00fcsi tulemuste p\u00f5hjal.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Saagikuse failide visualiseerimine\u00a0<\/strong>tehakse automaatselt p\u00e4rast faili allalaadimist, see t\u00f6\u00f6tleb ja puhastab automaatselt. Allpool on n\u00e4idatud kaks kaardiversiooni \u2013 originaalpilt seadmete monitori andmetega sellisena, nagu nad on, ja GeoPardi visualiseering.<\/p>\r\n<p>Toorandmed on teisendatud pideva gradientpinna kujutiseks, et paremini m\u00f5ista p\u00f5llu heterogeensust ja luua haldustsoone.<\/p>\r\n<p>K\u00f5ik saagikuse faili atribuudid, n\u00e4iteks niiskus, saagikuse mass, saagikuse maht m\u00e4rjalt ja kuivalt, suruj\u00f5ud, k\u00fctusekulu, masina kiirus jne, on visualiseerimiseks saadaval.<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Toorandmete korrigeerimine\u00a0<\/strong>See t\u00e4hendab, et kui p\u00f5llul olev punkt on ebaloomulik, siis see silutakse (n\u00e4iteks kui t\u00f6\u00f6deldakse mitte kogu kombaini heedri laiust). Tsoonidel p\u00f5hinevate saagikuse andmete loomisel saate korrigeerida \u00fcksikuid tsoone ja pol\u00fcgoone.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>Vaatame m\u00f5ningaid praktilisi n\u00e4iteid saagikaartide ja teiste GeoPardi andmekihtide kasutamisest.<\/strong><\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>1. Saagikusandmetel p\u00f5hinevad majandamistsoonid.<\/strong>\u00a0Haldusv\u00f6\u00f6ndeid saab luua kas \u00fche v\u00f5i mitme aasta saagikuse andmete p\u00f5hjal. Oluline on m\u00e4rkida, et eri aastate saagikust ei saa otse siduda, kuna see tekitab \u00fche aasta kasuks kallutatuse.<\/p>\r\n<p>Selle efekti v\u00e4hendamiseks rakendab GeoPard mitut algoritmi, et muuta iga aasta kaal \u00fchtlaseks. Mitmekihilise kaardi loomisel saate \u00fche aasta olulisuse m\u00e4\u00e4rata kaalut\u00f6\u00f6riista abil.<\/p>\r\n<p>Selliseid p\u00f5llumajandustsoone saab kasutada rakenduste\/retseptide\/ravimite (VRA) kaartide koostamiseks, arvutades iga tsooni potentsiaalse saagikuse.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" data-attachment-id=\"326\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/7b27v4yf41-yield-data-and-analytics-in-geopard\/geopard_vr_seeding_m\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?fit=1680%2C874&amp;ssl=1\" data-orig-size=\"1680,874\" 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=\"Multi-year and multi-layer yield potential map\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?fit=1024%2C533&amp;ssl=1\" class=\"alignnone wp-image-326\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?resize=810%2C422&#038;ssl=1\" alt=\"Mitmeaastane ja mitmekihiline saagipotentsiaali kaart\" width=\"810\" height=\"422\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?resize=1024%2C533&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?resize=300%2C156&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?resize=768%2C400&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?resize=1536%2C799&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?resize=1200%2C624&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?w=1680&amp;ssl=1 1680w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_VR_seeding_m.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/>\r\n<figcaption><em>Mitmeaastane ja mitmekihiline saagipotentsiaali kaart<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>2. Mitmekihilised tsoonid saagikuse andmete ja muude andmeallikatega (topograafia, muld, andurid, satelliit).\u00a0<\/strong>Seda saab lisada <a href=\"\/est\/blogi\/mitmekihiline-analuus\/\">mitmekihiline anal\u00fc\u00fcs<\/a>\u00a0ja m\u00e4\u00e4rake selle kaal viimastele tsoonidele.<\/p>\r\n<p>Selles n\u00e4ites lisatakse kaardile kolm andmekihti: saagikus, satelliidipildid ja topograafia. Saate kombineerida mis tahes andmekihte, mida peate anal\u00fc\u00fcsi jaoks oluliseks. Mitmekihilist kaarti saab kasutada edasiseks saagikuse anal\u00fc\u00fcsiks ja VRA kaartide loomiseks.\u00a0<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" decoding=\"async\" width=\"810\" height=\"351\" data-attachment-id=\"327\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/7b27v4yf41-yield-data-and-analytics-in-geopard\/2021-02-02__184019\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?fit=1680%2C729&amp;ssl=1\" data-orig-size=\"1680,729\" 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, Topography and Satellite imagery\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?fit=1024%2C444&amp;ssl=1\" class=\"wp-image-327\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?resize=810%2C351&#038;ssl=1\" alt=\"Saagikus, topograafia ja satelliidipildid\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?resize=1024%2C444&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?resize=300%2C130&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?resize=768%2C333&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?resize=1536%2C667&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?resize=1200%2C521&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?w=1680&amp;ssl=1 1680w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184019.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/>\r\n<figcaption><em>Mitmekihilised tsoonid: saagikus, topograafia ja satelliidipildid<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>3. Saagikuse arvutamine tsooni ja p\u00f5llu tasandil.\u00a0<\/strong>Erinevate t\u00f6\u00f6tluste, seemnesortide ja agronoomiliste tavade anal\u00fc\u00fcsimiseks on t\u00f5en\u00e4oliselt vaja v\u00f5rrelda keskmist ja kogusaaki igas tsoonis, ribal v\u00f5i p\u00f5ldude vahel.<\/p>\r\n<p>GeoPard arvutab selle teie eest automaatselt, et oleks lihtsam v\u00f5rrelda saagikust absoluutarvudes.\u00a0<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"329\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/7b27v4yf41-yield-data-and-analytics-in-geopard\/geopard_yield_estima\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_Yield_estima.png?fit=626%2C938&amp;ssl=1\" data-orig-size=\"626,938\" 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=\"GeoPard calculates yield in abs numbers based on Yield files. Total and average for field and each zone\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_Yield_estima.png?fit=626%2C938&amp;ssl=1\" class=\"alignnone wp-image-329\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_Yield_estima.png?resize=626%2C938&#038;ssl=1\" alt=\"GeoPard arvutab saagikuse abs-numbrites saagikuse failide p\u00f5hjal. P\u00f5llu ja iga tsooni kogu- ja keskmine.\" width=\"626\" height=\"938\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_Yield_estima.png?w=626&amp;ssl=1 626w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_Yield_estima.png?resize=200%2C300&amp;ssl=1 200w\" sizes=\"(max-width: 626px) 100vw, 626px\" \/>\r\n<figcaption><em>GeoPard arvutab saagikuse abs-numbrites saagikuse failide p\u00f5hjal. P\u00f5llu ja iga tsooni kogu- ja keskmine.<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>4. S\u00f5ltuvustsoonid p\u00f5hinevad<\/strong> Saagikuse andmed. Saagikuse andmetel p\u00f5hinevaid tsoone saab teiste andmetsoonide peale asetada ja saate otsida andmekihtide vahelisi s\u00f5ltuvusi. See n\u00e4ide n\u00e4itab p\u00f5llul erinevate nisusortide k\u00f5rge saagikuse ja keskmise valgusisalduse (1) ning madala saagikuse ja k\u00f5rge valgusisalduse (2) kattumist.<\/p>\r\n<p>Teiste n\u00e4idete hulka kuuluvad seos topograafia m\u00f5ju vahel saagikusele, madala saagikuse ja makro- ja mikrotoitainete puudumise vahel mullas, mulla niiskuse ja elektrijuhtivuse (EC) kihtides.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-full\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"330\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/7b27v4yf41-yield-data-and-analytics-in-geopard\/2021-02-02__184254\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184254.png?fit=895%2C1003&amp;ssl=1\" data-orig-size=\"895,1003\" 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=\"Intersections of different yield and protein levels\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184254.png?fit=895%2C1003&amp;ssl=1\" class=\"alignnone wp-image-330\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184254.png?resize=810%2C908&#038;ssl=1\" alt=\"Erineva saagikuse ja valgu taseme ristumiskohad \" width=\"810\" height=\"908\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184254.png?w=895&amp;ssl=1 895w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184254.png?resize=268%2C300&amp;ssl=1 268w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/2021-02-02__184254.png?resize=768%2C861&amp;ssl=1 768w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/>\r\n<figcaption><em>Erineva saagikuse ja valgu taseme ristumiskohad<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\"><strong>5. Muutuva normiga pealekandmise (VRA) kaardid\u00a0<\/strong>saagikuse andmete p\u00f5hjal. Saate luua retseptikaarte erinevate toimingute jaoks \u2013 v\u00e4etamine, k\u00fclv, pritsimine, niisutamine ja mullaproovide v\u00f5tmise planeerimine. Saate muuta tsoonide arvu ja kuju.<\/p>\r\n<p>Samuti saate luua muutuva normiga rakenduse jaoks retseptikaardi, kombineerides saagikuse andmeid teiste andmeallikatega (muld, EC, satelliit, topograafia).\u00a0<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large is-resized\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" data-attachment-id=\"332\" data-permalink=\"https:\/\/geopard.tech\/est\/blog\/7b27v4yf41-yield-data-and-analytics-in-geopard\/geopard_seeding_rate\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?fit=1680%2C696&amp;ssl=1\" data-orig-size=\"1680,696\" 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=\"Variable rate Seeding rates per zone\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?fit=1024%2C424&amp;ssl=1\" class=\"wp-image-332\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?resize=810%2C336&#038;ssl=1\" alt=\"Muutuv k\u00fclvim\u00e4\u00e4r tsooni kohta\" width=\"810\" height=\"336\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?resize=1024%2C424&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?resize=300%2C124&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?resize=768%2C318&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?resize=1536%2C636&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?resize=1200%2C497&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?w=1680&amp;ssl=1 1680w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/GeoPard_seeding_rate.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/>\r\n<figcaption><em>Muutuva k\u00fclvim\u00e4\u00e4raga k\u00fclvinormid tsooni kohta<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Isegi kui teil pole saagiandmeid, saate kasutada GeoPardi\u00a0<a href=\"https:\/\/geopard.tech\/est\/blogi\/r8yc32d9jc-mitmeaastased-tsoonid\/\" target=\"_blank\" rel=\"noreferrer noopener\">mitmeaastased tsoonid (kuni 33 aastat)<\/a>\u00a0satelliidipiltide p\u00f5hjal v\u00f5i\u00a0<a href=\"\/est\/blogi\/ms1jkd7ey1-comparison-of-data-layers\/\">kombineeri seda teiste andmekihtidega, n\u00e4iteks topograafiaga<\/a>\u00a0et alustada oma t\u00e4ppisp\u00f5llumajanduse teekonda. Need anal\u00fc\u00fcsid korreleeruvad sageli saagikuse anal\u00fc\u00fcsi andmetega, aga see on juba teine lugu.<\/p>\r\n<hr \/>\r\n<h2>Korduma kippuvad k\u00fcsimused<\/h2>\r\n<hr \/>\r\n<p><strong>1. Kuidas teha saagikuse anal\u00fc\u00fcsi?<\/strong><\/p>\r\n<p>Saagikuse anal\u00fc\u00fcs on protsess, mida kasutatakse p\u00f5llukultuuri v\u00f5i p\u00f5llumajanduss\u00fcsteemi tootlikkuse ja tulemuslikkuse hindamiseks. P\u00f5hilise saagikuse anal\u00fc\u00fcsi l\u00e4biviimiseks toimige j\u00e4rgmiselt.<\/p>\r\n<ul>\r\n<li><strong>M\u00f5\u00f5da kogu koristatud saagikus<\/strong>Koguge kogu koristatud saak kindlast piirkonnast ja kaaluge see.<\/li>\r\n<li><strong>M\u00e4\u00e4rake pindala<\/strong>M\u00f5\u00f5tke v\u00f5i arvutage maa kogupindala, kust saak saadi.<\/li>\r\n<li><strong>Arvutage saagikus pindala\u00fchiku kohta:<\/strong> Saagikuse saamiseks pindala\u00fchiku kohta (nt saagikus hektari kohta) jagage koristatud kogusaak pindalaga.<\/li>\r\n<li><strong>V\u00f5rdle ja anal\u00fc\u00fcsi:<\/strong> V\u00f5rrelge saadud saagikust eelmiste aastate andmete v\u00f5i piirkondlike keskmistega, et hinnata tulemuslikkust ja tuvastada k\u00f5ikumised v\u00f5i suundumused.<\/li>\r\n<\/ul>\r\n<p>Saagikuse anal\u00fc\u00fcs aitab p\u00f5llumeestel teha teadlikke otsuseid, j\u00e4lgida saagi tootlikkust ja tuvastada oma p\u00f5llumajandustavade parendusvaldkondi.<\/p>\r\n<p><strong>2. Mis on saagikuse andmed?<\/strong><\/p>\r\n<p>Saagikusandmed viitavad konkreetselt maa-alalt saadud p\u00f5llukultuuride v\u00f5i p\u00f5llumajandussaaduste hulga kohta kogutud ja salvestatud teabele. See h\u00f5lmab koristatud saagi koguse m\u00f5\u00f5tmisi v\u00f5i hinnanguid, mida tavaliselt v\u00e4ljendatakse kaalu v\u00f5i mahu j\u00e4rgi.<\/p>\r\n<p>See annab v\u00e4\u00e4rtuslikku teavet p\u00f5llukultuuride tootlikkuse ja tulemuslikkuse kohta, aidates p\u00f5llumeestel teha teadlikke otsuseid oma p\u00f5llumajandustavade kohta, hinnata erinevate tehnikate v\u00f5i sisendite t\u00f5husust ning j\u00e4lgida saagikuse suundumusi v\u00f5i muutusi aja jooksul.<\/p>\r\n<p><strong>3. Mis on tootluspotentsiaal?<\/strong><\/p>\r\n<p>Saagipotentsiaal viitab p\u00f5llukultuuri maksimaalsele saavutatavale saagikusele v\u00f5i tootmistasemele ideaalsetes kasvutingimustes. See esindab \u00fclempiiri, mida konkreetne p\u00f5llukultuuri sort v\u00f5i taimeliik suudab anda nii koguse kui ka kvaliteedi osas.<\/p>\r\n<p>Saagipotentsiaali m\u00f5jutavad mitmesugused tegurid, nagu geneetika, keskkonnatingimused, toitainete k\u00e4ttesaadavus ja majandamistavad. See on p\u00f5llumeestele ja agronoomidele v\u00f5rdlusalus v\u00f5i tugipunkt erinevate p\u00f5llukultuuride sortide tootlikkuse ja tootlikkuse hindamiseks ning valdkondade kindlakstegemiseks, kus saab saagikuse optimeerimiseks teha parandusi.<\/p>","protected":false},"excerpt":{"rendered":"<p>Selles artiklis: Saagikuse anal\u00fc\u00fctika kasutamine t\u00e4ppisp\u00f5llumajanduses P\u00f5hjalik saagikuse andmete anal\u00fc\u00fcs GeoPard Agriculture&#039;is Iga atribuudi visualiseerimine saagikuse failides Parandus\u2026<\/p>","protected":false},"author":210157960,"featured_media":1472,"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":[1587,1368],"tags":[1617],"class_list":["post-322","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-partnership","category-yield","tag-geopard"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Yield analytics for Ag business<\/title>\n<meta name=\"description\" content=\"In this article, you can find content to help you properly use yield data in precision farming. 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