{"id":349,"date":"2021-05-17T18:55:00","date_gmt":"2021-05-17T16:55:00","guid":{"rendered":"https:\/\/geopard.tech\/?p=349"},"modified":"2024-12-01T21:27:10","modified_gmt":"2024-12-01T20:27:10","slug":"zaawansowane-statystyki-dla-stref-zarzadzania-w-rolnictwie-precyzyjnym","status":"publish","type":"post","link":"https:\/\/geopard.tech\/pl\/blog\/advanced-statistics-for-management-zones-in-precision-agriculture\/","title":{"rendered":"Zaawansowane statystyki dla stref zarz\u0105dzania w rolnictwie precyzyjnym"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Ten\u00a0<strong>dok\u0142adne obliczanie statystyk<\/strong>\u00a0to fundament precyzyjnej analizy danych rolniczych. GeoPard doda\u0142 bardziej szczeg\u00f3\u0142owe obliczenia precyzji statystycznej do stref rolniczych tworzonych na platformie, aby zapewni\u0107 precyzj\u0119 i wiarygodno\u015b\u0107 map i wyci\u0105ganych z nich wniosk\u00f3w analitycznych.\u00a0<\/p>\r\n\r\n\r\n\t\t<div data-elementor-type=\"section\" data-elementor-id=\"11095\" class=\"elementor elementor-11095\" data-elementor-post-type=\"elementor_library\">\n\t\t\t<div class=\"elementor-element elementor-element-c7f1899 e-flex e-con-boxed e-con e-parent\" data-id=\"c7f1899\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6e8044d elementor-arrows-position-inside elementor-pagination-position-outside elementor-widget elementor-widget-image-carousel\" data-id=\"6e8044d\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;slides_to_show&quot;:&quot;1&quot;,&quot;navigation&quot;:&quot;both&quot;,&quot;autoplay&quot;:&quot;yes&quot;,&quot;pause_on_hover&quot;:&quot;yes&quot;,&quot;pause_on_interaction&quot;:&quot;yes&quot;,&quot;autoplay_speed&quot;:5000,&quot;infinite&quot;:&quot;yes&quot;,&quot;effect&quot;:&quot;slide&quot;,&quot;speed&quot;:500}\" data-widget_type=\"image-carousel.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-image-carousel-wrapper swiper\" role=\"region\" aria-roledescription=\"carousel\" aria-label=\"Vrtiljak slik\" dir=\"ltr\" data-no-translation-aria-label=\"\">\n\t\t\t<div class=\"elementor-image-carousel swiper-wrapper swiper-image-stretch\" aria-live=\"off\">\n\t\t\t\t\t\t\t\t<div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"1 od 3\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Screen_Shot_2021-05-3.webp?fit=1680%2C954&amp;ssl=1\" alt=\"obliczenia statystyczne w utworzonych strefach\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"2 od 3\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Screen_Shot_2021-05-1-1.webp?fit=1680%2C951&amp;ssl=1\" alt=\"tabela danych wej\u015bciowych do analizy, w kt\u00f3rej mo\u017cna umie\u015bci\u0107 dane do analizy\" \/><\/figure><\/div><div class=\"swiper-slide\" role=\"group\" aria-roledescription=\"slide\" aria-label=\"3 od 3\" data-no-translation-aria-label=\"\"><figure class=\"swiper-slide-inner\"><img decoding=\"async\" class=\"swiper-slide-image\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/11\/AnyConv.com__Screen_Shot_2021-05-2-1.webp?fit=1680%2C947&amp;ssl=1\" alt=\"obliczanie statystyk i analiza danych rolniczych\" \/><\/figure><\/div>\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-prev\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-left\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 504C119 504 8 393 8 256S119 8 256 8s248 111 248 248-111 248-248 248zm28.9-143.6L209.4 288H392c13.3 0 24-10.7 24-24v-16c0-13.3-10.7-24-24-24H209.4l75.5-72.4c9.7-9.3 9.9-24.8.4-34.3l-11-10.9c-9.4-9.4-24.6-9.4-33.9 0L107.7 239c-9.4 9.4-9.4 24.6 0 33.9l132.7 132.7c9.4 9.4 24.6 9.4 33.9 0l11-10.9c9.5-9.5 9.3-25-.4-34.3z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t<div class=\"elementor-swiper-button elementor-swiper-button-next\" role=\"button\" tabindex=\"0\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-circle-right\" viewbox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8c137 0 248 111 248 248S393 504 256 504 8 393 8 256 119 8 256 8zm-28.9 143.6l75.5 72.4H120c-13.3 0-24 10.7-24 24v16c0 13.3 10.7 24 24 24h182.6l-75.5 72.4c-9.7 9.3-9.9 24.8-.4 34.3l11 10.9c9.4 9.4 24.6 9.4 33.9 0L404.3 273c9.4-9.4 9.4-24.6 0-33.9L271.6 106.3c-9.4-9.4-24.6-9.4-33.9 0l-11 10.9c-9.5 9.6-9.3 25.1.4 34.4z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<div class=\"swiper-pagination\"><\/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<p class=\"wp-block-paragraph\">Obliczane s\u0105 zaawansowane statystyki\u00a0<strong>na stref\u0119<\/strong>, zawieraj\u0105cy atrybuty: <strong>minimum<\/strong>\u00a0I\u00a0<strong>maksymalny<\/strong> warto\u015bci wska\u017anika ro\u015blinno\u015bci (lub innych atrybut\u00f3w), <strong>mediana<\/strong>,\u00a0<strong>przeci\u0119tny<\/strong>,\u00a0<strong>odchylenie standardowe<\/strong>, i\u00a0<strong>suma<\/strong>\u00a0wszystkich warto\u015bci w strefie.<\/p>\r\n<p>Mediana to warto\u015b\u0107 \u015brodkowa zbioru danych uporz\u0105dkowanego numerycznie, w przeciwie\u0144stwie do \u015bredniej. Odnosi si\u0119 ona do odchylenia standardowego, kt\u00f3re odzwierciedla spos\u00f3b, w jaki dane s\u0105 uporz\u0105dkowane wok\u00f3\u0142 warto\u015bci \u015bredniej.<\/p>\r\n<p>Niskie odchylenie standardowe sugeruje, \u017ce dane w danej strefie grupuj\u0105 si\u0119 \u015bci\u015ble wok\u00f3\u0142 \u015bredniej, natomiast wysokie odchylenie standardowe oznacza, \u017ce dane w strefie s\u0105 bardziej rozproszone wok\u00f3\u0142 \u015bredniej.<\/p>\r\n<p>Atrybut sumy to po prostu suma wszystkich warto\u015bci pikseli w danej strefie. Przed obliczeniem jakichkolwiek statystyk dla stref, wszystkie warto\u015bci odstaj\u0105ce lub anomalie danych s\u0105 usuwane, aby zapobiec tworzeniu myl\u0105cych statystyk, kt\u00f3re nie odzwierciedlaj\u0105 dok\u0142adnie danych strefy.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Po r\u0119cznych zmianach stref rolniczych za pomoc\u0105 narz\u0119dzia Scalanie\/Podzia\u0142,\u00a0<strong>statystyki strefowe s\u0105 przeliczane na podstawie nowych geometrii strefowych<\/strong>. Pozwala to na dok\u0142adniejsze zrozumienie rozk\u0142adu danych wewn\u0105trz i pomi\u0119dzy strefami.<\/p>\r\n\r\n\r\n\r\n<figure class=\"wp-block-image size-large\"><img data-recalc-dims=\"1\" fetchpriority=\"high\" decoding=\"async\" data-attachment-id=\"352\" data-permalink=\"https:\/\/geopard.tech\/pl\/blog\/advanced-statistics-for-management-zones-in-precision-agriculture\/screen_shot_2021-05-3\/\" data-orig-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?fit=2066%2C1818&amp;ssl=1\" data-orig-size=\"2066,1818\" 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=\"Management zones statistics in GeoPard\" data-image-description=\"\" data-image-caption=\"\" data-large-file=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?fit=1024%2C901&amp;ssl=1\" class=\"alignnone wp-image-352\" src=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?resize=810%2C713&#038;ssl=1\" alt=\"Statystyki stref zarz\u0105dzania w GeoPard\" width=\"810\" height=\"713\" srcset=\"https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?resize=1024%2C901&amp;ssl=1 1024w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?resize=300%2C264&amp;ssl=1 300w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?resize=768%2C676&amp;ssl=1 768w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?resize=1536%2C1352&amp;ssl=1 1536w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?resize=2048%2C1802&amp;ssl=1 2048w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?resize=1200%2C1056&amp;ssl=1 1200w, https:\/\/i0.wp.com\/geopard.tech\/wp-content\/uploads\/2021\/09\/Screen_Shot_2021-05-3.png?w=1620&amp;ssl=1 1620w\" sizes=\"(max-width: 810px) 100vw, 810px\" \/>\r\n<figcaption><em>Statystyki stref zarz\u0105dzania w GeoPard<\/em><\/figcaption>\r\n<\/figure>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">Jak zawsze,\u00a0<strong>GeoPard ceni przejrzysto\u015b\u0107<\/strong>\u00a0We wszystkich aspektach platformy. Podczas agregacji danych klasyfikowanych w strefach rolniczych, wszystkie szczeg\u00f3\u0142y s\u0105 wyg\u0142adzane i ukrywane bez metryk pokazuj\u0105cych, co si\u0119 wydarzy\u0142o, dzi\u0119ki czemu wyniki agregacji danych s\u0105 dostarczane za pomoc\u0105 precyzyjnych statystyk.<\/p>\r\n<p>Zawsze mo\u017cna cofn\u0105\u0107 si\u0119 i wyodr\u0119bni\u0107 oryginalne warto\u015bci ze swoich stref, aby je ponownie sprawdzi\u0107 lub wykorzysta\u0107 we w\u0142asnych modelach. Nie musisz si\u0119 martwi\u0107 o utrat\u0119 oryginalnych danych w GeoPard.<\/p>\r\n<p>Statystyki s\u0105 niezwykle przydatne przy okre\u015blaniu dok\u0142adno\u015bci map i obliczane s\u0105 dla stref rolniczych na podstawie wybranej warstwy danych, obejmuj\u0105cej dane o plonach, dane z czujnik\u00f3w naziemnych, dane satelitarne, dane topograficzne i dane wielowarstwowe.\u00a0<\/p>\r\n\r\n\r\n\r\n<p class=\"wp-block-paragraph\">GeoPard prezentuje statystyki stref w bardzo czytelny i przejrzysty spos\u00f3b, co mo\u017cna zobaczy\u0107 na przyk\u0142adowych obrazkach poni\u017cej.<\/p>\r\n<p>W GeoPard chcemy u\u0142atwi\u0107 Ci podejmowanie decyzji dotycz\u0105cych Twoich p\u00f3l, zapewniaj\u0105c Ci:\u00a0<strong>najlepszy i najbardziej kompleksowy dost\u0119p do oblicze\u0144 precyzji statystycznej<\/strong>\u00a0mo\u017cemy.<\/p>\r\n<h2>Czym s\u0105 statystyki wst\u0119pne?<\/h2>\r\n<p>Statystyka zaawansowana to dziedzina analizy statystycznej, kt\u00f3ra obejmuje bardziej z\u0142o\u017cone i zaawansowane techniki wykraczaj\u0105ce poza podstawowe metody statystyczne. Obejmuje ona szereg modeli i technik statystycznych wykorzystywanych do analizy i interpretacji z\u0142o\u017conych zbior\u00f3w danych.<\/p>\r\n<p>Zaawansowane metody statystyczne obejmuj\u0105 mi\u0119dzy innymi analiz\u0119 regresji, analiz\u0119 wielowymiarow\u0105, analiz\u0119 szereg\u00f3w czasowych i projektowanie eksperyment\u00f3w. Techniki te pozwalaj\u0105 badaczom i analitykom na uzyskanie g\u0142\u0119bszych spostrze\u017ce\u0144, identyfikacj\u0119 wzorc\u00f3w i zale\u017cno\u015bci oraz formu\u0142owanie dok\u0142adniejszych prognoz lub podejmowanie trafniejszych decyzji w oparciu o dane.<\/p>","protected":false},"excerpt":{"rendered":"<p>Dok\u0142adne obliczenia statystyczne s\u0105 podstaw\u0105 precyzyjnej analizy danych rolniczych. GeoPard doda\u0142 bardziej szczeg\u00f3\u0142owe obliczenia precyzji statystycznej do stref rolniczych utworzonych na\u2026<\/p>","protected":false},"author":210157960,"featured_media":1341,"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":[1657,1376],"tags":[1598],"class_list":["post-349","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-precision-farming","category-management-zones","tag-precision-agriculture"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - 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